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jorisvandenbossche/Turin_stationary_transform

Created March 29, 2013 10:12
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Turin_stationary_transform
Raw
Turin_stationary_transform
{
"metadata": {
"name": "Turin_stationary_transform"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"Turin stationary data: transforming sensor readings"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%pylab\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import datetime as dt\n",
"import pandas as pd\n",
"import os"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"\n",
"Welcome to pylab, a matplotlib-based Python environment [backend: Qt4Agg].\n",
"For more information, type 'help(pylab)'.\n"
]
}
],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pd.set_option(\"display.max_columns\", 55)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 53
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# data inladen\n",
"data = pd.read_csv(\"ftp://zzftp09:EvAw2015@ftp.vito.be/EveryAware/Stationary/data/SB1_1min_10sec_resol.txt\", sep=\"\\t\", index_col=0, parse_dates=True)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 117
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": [
"Feature engineering"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Following features were added (where `var` are the different sensors):\n",
"\n",
"* `var_t_min_x`: the sensor reading at time t minus x (in timesteps of 10s, so 1 min (x=6) and 5 min (x=30)).\n",
"* `var_diff_x`: the difference between sensor reading and previous sensor reading with lag of x.\n",
"* `var_trend_x`: indication if the sensor reading is increasing (+1), decreasing (-1) or stable (0). Based on the partition of `var_diff_x` in three equal quantiles.\n",
"* `var_moving_var_x`: moving variance with time window x.\n",
"* `var_base_x`: sensor baseline based on 5% percentile of time window x (5 min: x=30, 10 min: x=60).\n",
"* `var_base_cor_x`: sensor reading minus baseline `var_base_x`.\n",
"* `var_ms_x`: sensor reading minus moving mean of time window x."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"df = data.copy()\n",
"for var in ['co_alpha', 'co_mics_1', 'co_mics_2', 'co_figaro', 'no2_mics', 'no2_figaro', 'o3_mics', 'voc_as']:\n",
" # previous timesteps\n",
" df[var + '_t_min_1'] = df[var].shift(1)\n",
" df[var + '_t_min_6'] = df[var].shift(6)\n",
" df[var + '_t_min_30'] = df[var].shift(30)\n",
" # diffs with different lags\n",
" df[var + '_diff_1'] = df[var].diff(1)\n",
" df[var + '_diff_6'] = df[var].diff(6)\n",
" df[var + '_diff_30'] = df[var].diff(30)\n",
" # trend\n",
" df[var + '_trend_1'] = 0\n",
" df[var + '_trend_1'][df[var + '_diff_1'] > df[var + '_diff_1'].quantile(0.66)] = 1\n",
" df[var + '_trend_1'][df[var + '_diff_1'] < df[var + '_diff_1'].quantile(0.33)] = -1\n",
" df[var + '_trend_6'] = 0\n",
" df[var + '_trend_6'][df[var + '_diff_6'] > df[var + '_diff_6'].quantile(0.66)] = 1\n",
" df[var + '_trend_6'][df[var + '_diff_6'] < df[var + '_diff_6'].quantile(0.33)] = -1\n",
" \n",
" # rolling variance\n",
" df[var + '_moving_var_6'] = pd.rolling_var(df[var], 6, min_periods=3)\n",
" df[var + '_moving_var_30'] = pd.rolling_var(df[var], 30, min_periods=3)\n",
" \n",
" # baseline + baseline corrected\n",
" df[var + '_base_30'] = pd.rolling_quantile(df[var], 30, 0.05)\n",
" df[var + '_base_60'] = pd.rolling_quantile(df[var], 60, 0.05, min_periods=30)\n",
" df[var + '_base_cor_30'] = df[var] - df[var + '_base_30']\n",
" df[var + '_base_cor_60'] = df[var] - df[var + '_base_60']\n",
" \n",
" # corrected with rolling mean\n",
" df[var + '_ms_6'] = df[var] - pd.rolling_mean(df[var], 6)\n",
" df[var + '_ms_30'] = df[var] - pd.rolling_mean(df[var], 30)\n",
" df[var + '_ms_60'] = df[var] - pd.rolling_mean(df[var], 60, min_periods=30)\n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 119
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"df.to_csv(\"ftp://zzftp09:EvAw2015@ftp.vito.be/EveryAware/Stationary/data/SB1_1min_10sec_trans.csv\")"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 127
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": [
"Correlations"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"for sensor in ['co_alpha', 'co_mics_1', 'co_mics_2', 'co_figaro', 'no2_mics', 'no2_figaro', 'o3_mics', 'voc_as']:\n",
" names = [var for var in df.columns if sensor in var]\n",
" variables = ['bc_ona', 'temp', 'rh']\n",
" variables.extend(names)\n",
" temp = df[variables]\n",
" display(temp.corr())"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>co_alpha</th>\n",
" <th>co_alpha_t_min_1</th>\n",
" <th>co_alpha_t_min_6</th>\n",
" <th>co_alpha_t_min_30</th>\n",
" <th>co_alpha_diff_1</th>\n",
" <th>co_alpha_diff_6</th>\n",
" <th>co_alpha_diff_30</th>\n",
" <th>co_alpha_trend_1</th>\n",
" <th>co_alpha_trend_6</th>\n",
" <th>co_alpha_moving_var_6</th>\n",
" <th>co_alpha_moving_var_30</th>\n",
" <th>co_alpha_base_30</th>\n",
" <th>co_alpha_base_60</th>\n",
" <th>co_alpha_base_cor_30</th>\n",
" <th>co_alpha_base_cor_60</th>\n",
" <th>co_alpha_ms_6</th>\n",
" <th>co_alpha_ms_30</th>\n",
" <th>co_alpha_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td> 0.521790</td>\n",
" <td> 0.513859</td>\n",
" <td> 0.479996</td>\n",
" <td> 0.465173</td>\n",
" <td> 0.056323</td>\n",
" <td> 0.066514</td>\n",
" <td> 0.064526</td>\n",
" <td> 0.051613</td>\n",
" <td> 0.052221</td>\n",
" <td> 0.063796</td>\n",
" <td> 0.052917</td>\n",
" <td> 0.613222</td>\n",
" <td> 0.630366</td>\n",
" <td> 0.182691</td>\n",
" <td> 0.207532</td>\n",
" <td> 0.066126</td>\n",
" <td> 0.084271</td>\n",
" <td> 0.083874</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td> 0.234325</td>\n",
" <td> 0.234446</td>\n",
" <td> 0.234900</td>\n",
" <td> 0.235438</td>\n",
" <td>-0.000862</td>\n",
" <td>-0.000926</td>\n",
" <td>-0.001269</td>\n",
" <td>-0.025973</td>\n",
" <td>-0.024689</td>\n",
" <td> 0.101406</td>\n",
" <td> 0.175280</td>\n",
" <td> 0.148762</td>\n",
" <td> 0.123553</td>\n",
" <td> 0.204997</td>\n",
" <td> 0.223960</td>\n",
" <td>-0.000874</td>\n",
" <td>-0.001956</td>\n",
" <td>-0.000978</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.216458</td>\n",
" <td>-0.216594</td>\n",
" <td>-0.217804</td>\n",
" <td>-0.218548</td>\n",
" <td> 0.000971</td>\n",
" <td> 0.002146</td>\n",
" <td> 0.002361</td>\n",
" <td> 0.018896</td>\n",
" <td> 0.017931</td>\n",
" <td>-0.072534</td>\n",
" <td>-0.119432</td>\n",
" <td>-0.172754</td>\n",
" <td>-0.158295</td>\n",
" <td>-0.155069</td>\n",
" <td>-0.170698</td>\n",
" <td> 0.001705</td>\n",
" <td> 0.003401</td>\n",
" <td> 0.001903</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha</th>\n",
" <td> 0.521790</td>\n",
" <td> 0.234325</td>\n",
" <td>-0.216458</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.990086</td>\n",
" <td> 0.802596</td>\n",
" <td> 0.614371</td>\n",
" <td> 0.070414</td>\n",
" <td> 0.314179</td>\n",
" <td> 0.439157</td>\n",
" <td> 0.012185</td>\n",
" <td> 0.108283</td>\n",
" <td> 0.441787</td>\n",
" <td> 0.361675</td>\n",
" <td> 0.748294</td>\n",
" <td> 0.702545</td>\n",
" <td> 0.764740</td>\n",
" <td> 0.812145</td>\n",
" <td> 0.223787</td>\n",
" <td> 0.483783</td>\n",
" <td> 0.545034</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_t_min_1</th>\n",
" <td> 0.513859</td>\n",
" <td> 0.234446</td>\n",
" <td>-0.216594</td>\n",
" <td> 0.990086</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.840732</td>\n",
" <td> 0.614995</td>\n",
" <td>-0.070397</td>\n",
" <td> 0.237707</td>\n",
" <td> 0.427158</td>\n",
" <td>-0.045163</td>\n",
" <td> 0.072266</td>\n",
" <td> 0.429792</td>\n",
" <td> 0.387933</td>\n",
" <td> 0.753291</td>\n",
" <td> 0.705346</td>\n",
" <td> 0.745100</td>\n",
" <td> 0.796088</td>\n",
" <td> 0.105837</td>\n",
" <td> 0.444727</td>\n",
" <td> 0.518057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_t_min_6</th>\n",
" <td> 0.479996</td>\n",
" <td> 0.234900</td>\n",
" <td>-0.217804</td>\n",
" <td> 0.802596</td>\n",
" <td> 0.840732</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.627066</td>\n",
" <td>-0.270826</td>\n",
" <td>-0.314159</td>\n",
" <td> 0.199932</td>\n",
" <td>-0.165362</td>\n",
" <td>-0.166246</td>\n",
" <td> 0.334819</td>\n",
" <td> 0.441530</td>\n",
" <td> 0.772239</td>\n",
" <td> 0.715134</td>\n",
" <td> 0.447061</td>\n",
" <td> 0.527818</td>\n",
" <td>-0.333678</td>\n",
" <td> 0.041923</td>\n",
" <td> 0.170635</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_t_min_30</th>\n",
" <td> 0.465173</td>\n",
" <td> 0.235438</td>\n",
" <td>-0.218548</td>\n",
" <td> 0.614371</td>\n",
" <td> 0.614995</td>\n",
" <td> 0.627066</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.004421</td>\n",
" <td>-0.020189</td>\n",
" <td>-0.439057</td>\n",
" <td>-0.034658</td>\n",
" <td>-0.050022</td>\n",
" <td> 0.075917</td>\n",
" <td> 0.275442</td>\n",
" <td> 0.770796</td>\n",
" <td> 0.731641</td>\n",
" <td> 0.167691</td>\n",
" <td> 0.252981</td>\n",
" <td>-0.011956</td>\n",
" <td>-0.165716</td>\n",
" <td>-0.167869</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_diff_1</th>\n",
" <td> 0.056323</td>\n",
" <td>-0.000862</td>\n",
" <td> 0.000971</td>\n",
" <td> 0.070414</td>\n",
" <td>-0.070397</td>\n",
" <td>-0.270826</td>\n",
" <td>-0.004421</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.543077</td>\n",
" <td> 0.085219</td>\n",
" <td> 0.407269</td>\n",
" <td> 0.255784</td>\n",
" <td> 0.085185</td>\n",
" <td>-0.186471</td>\n",
" <td>-0.035475</td>\n",
" <td>-0.019879</td>\n",
" <td> 0.139491</td>\n",
" <td> 0.114049</td>\n",
" <td> 0.837646</td>\n",
" <td> 0.277380</td>\n",
" <td> 0.191594</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_diff_6</th>\n",
" <td> 0.066514</td>\n",
" <td>-0.000926</td>\n",
" <td> 0.002146</td>\n",
" <td> 0.314179</td>\n",
" <td> 0.237707</td>\n",
" <td>-0.314159</td>\n",
" <td>-0.020189</td>\n",
" <td> 0.543077</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.380748</td>\n",
" <td> 0.282531</td>\n",
" <td> 0.436914</td>\n",
" <td> 0.170244</td>\n",
" <td>-0.127089</td>\n",
" <td>-0.038089</td>\n",
" <td>-0.020017</td>\n",
" <td> 0.505621</td>\n",
" <td> 0.452541</td>\n",
" <td> 0.887205</td>\n",
" <td> 0.703252</td>\n",
" <td> 0.595887</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_diff_30</th>\n",
" <td> 0.064526</td>\n",
" <td>-0.001269</td>\n",
" <td> 0.002361</td>\n",
" <td> 0.439157</td>\n",
" <td> 0.427158</td>\n",
" <td> 0.199932</td>\n",
" <td>-0.439057</td>\n",
" <td> 0.085219</td>\n",
" <td> 0.380748</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.053275</td>\n",
" <td> 0.180214</td>\n",
" <td> 0.416622</td>\n",
" <td> 0.098204</td>\n",
" <td>-0.025575</td>\n",
" <td>-0.033087</td>\n",
" <td> 0.679874</td>\n",
" <td> 0.636739</td>\n",
" <td> 0.268445</td>\n",
" <td> 0.739578</td>\n",
" <td> 0.811777</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_trend_1</th>\n",
" <td> 0.051613</td>\n",
" <td>-0.025973</td>\n",
" <td> 0.018896</td>\n",
" <td> 0.012185</td>\n",
" <td>-0.045163</td>\n",
" <td>-0.165362</td>\n",
" <td>-0.034658</td>\n",
" <td> 0.407269</td>\n",
" <td> 0.282531</td>\n",
" <td> 0.053275</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.480081</td>\n",
" <td>-0.000503</td>\n",
" <td>-0.067260</td>\n",
" <td>-0.045300</td>\n",
" <td>-0.031965</td>\n",
" <td> 0.062103</td>\n",
" <td> 0.043054</td>\n",
" <td> 0.379411</td>\n",
" <td> 0.159259</td>\n",
" <td> 0.109862</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_trend_6</th>\n",
" <td> 0.052221</td>\n",
" <td>-0.024689</td>\n",
" <td> 0.017931</td>\n",
" <td> 0.108283</td>\n",
" <td> 0.072266</td>\n",
" <td>-0.166246</td>\n",
" <td>-0.050022</td>\n",
" <td> 0.255784</td>\n",
" <td> 0.436914</td>\n",
" <td> 0.180214</td>\n",
" <td> 0.480081</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.014051</td>\n",
" <td>-0.063322</td>\n",
" <td>-0.043550</td>\n",
" <td>-0.032500</td>\n",
" <td> 0.203762</td>\n",
" <td> 0.176911</td>\n",
" <td> 0.389289</td>\n",
" <td> 0.336512</td>\n",
" <td> 0.276615</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_moving_var_6</th>\n",
" <td> 0.063796</td>\n",
" <td> 0.101406</td>\n",
" <td>-0.072534</td>\n",
" <td> 0.441787</td>\n",
" <td> 0.429792</td>\n",
" <td> 0.334819</td>\n",
" <td> 0.075917</td>\n",
" <td> 0.085185</td>\n",
" <td> 0.170244</td>\n",
" <td> 0.416622</td>\n",
" <td>-0.000503</td>\n",
" <td> 0.014051</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.462469</td>\n",
" <td> 0.052694</td>\n",
" <td> 0.028783</td>\n",
" <td> 0.607772</td>\n",
" <td> 0.589664</td>\n",
" <td> 0.144904</td>\n",
" <td> 0.454713</td>\n",
" <td> 0.514340</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_moving_var_30</th>\n",
" <td> 0.052917</td>\n",
" <td> 0.175280</td>\n",
" <td>-0.119432</td>\n",
" <td> 0.361675</td>\n",
" <td> 0.387933</td>\n",
" <td> 0.441530</td>\n",
" <td> 0.275442</td>\n",
" <td>-0.186471</td>\n",
" <td>-0.127089</td>\n",
" <td> 0.098204</td>\n",
" <td>-0.067260</td>\n",
" <td>-0.063322</td>\n",
" <td> 0.462469</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.108724</td>\n",
" <td> 0.052366</td>\n",
" <td> 0.433850</td>\n",
" <td> 0.459115</td>\n",
" <td>-0.163855</td>\n",
" <td>-0.067538</td>\n",
" <td> 0.131906</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_base_30</th>\n",
" <td> 0.613222</td>\n",
" <td> 0.148762</td>\n",
" <td>-0.172754</td>\n",
" <td> 0.748294</td>\n",
" <td> 0.753291</td>\n",
" <td> 0.772239</td>\n",
" <td> 0.770796</td>\n",
" <td>-0.035475</td>\n",
" <td>-0.038089</td>\n",
" <td>-0.025575</td>\n",
" <td>-0.045300</td>\n",
" <td>-0.043550</td>\n",
" <td> 0.052694</td>\n",
" <td> 0.108724</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.960252</td>\n",
" <td> 0.144818</td>\n",
" <td> 0.251453</td>\n",
" <td>-0.038222</td>\n",
" <td>-0.056430</td>\n",
" <td>-0.007813</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_base_60</th>\n",
" <td> 0.630366</td>\n",
" <td> 0.123553</td>\n",
" <td>-0.158295</td>\n",
" <td> 0.702545</td>\n",
" <td> 0.705346</td>\n",
" <td> 0.715134</td>\n",
" <td> 0.731641</td>\n",
" <td>-0.019879</td>\n",
" <td>-0.020017</td>\n",
" <td>-0.033087</td>\n",
" <td>-0.031965</td>\n",
" <td>-0.032500</td>\n",
" <td> 0.028783</td>\n",
" <td> 0.052366</td>\n",
" <td> 0.960252</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.115187</td>\n",
" <td> 0.155358</td>\n",
" <td>-0.020767</td>\n",
" <td>-0.030435</td>\n",
" <td>-0.041689</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_base_cor_30</th>\n",
" <td> 0.182691</td>\n",
" <td> 0.204997</td>\n",
" <td>-0.155069</td>\n",
" <td> 0.764740</td>\n",
" <td> 0.745100</td>\n",
" <td> 0.447061</td>\n",
" <td> 0.167691</td>\n",
" <td> 0.139491</td>\n",
" <td> 0.505621</td>\n",
" <td> 0.679874</td>\n",
" <td> 0.062103</td>\n",
" <td> 0.203762</td>\n",
" <td> 0.607772</td>\n",
" <td> 0.433850</td>\n",
" <td> 0.144818</td>\n",
" <td> 0.115187</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.967131</td>\n",
" <td> 0.370926</td>\n",
" <td> 0.776408</td>\n",
" <td> 0.820546</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_base_cor_60</th>\n",
" <td> 0.207532</td>\n",
" <td> 0.223960</td>\n",
" <td>-0.170698</td>\n",
" <td> 0.812145</td>\n",
" <td> 0.796088</td>\n",
" <td> 0.527818</td>\n",
" <td> 0.252981</td>\n",
" <td> 0.114049</td>\n",
" <td> 0.452541</td>\n",
" <td> 0.636739</td>\n",
" <td> 0.043054</td>\n",
" <td> 0.176911</td>\n",
" <td> 0.589664</td>\n",
" <td> 0.459115</td>\n",
" <td> 0.251453</td>\n",
" <td> 0.155358</td>\n",
" <td> 0.967131</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.327682</td>\n",
" <td> 0.696514</td>\n",
" <td> 0.790765</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_ms_6</th>\n",
" <td> 0.066126</td>\n",
" <td>-0.000874</td>\n",
" <td> 0.001705</td>\n",
" <td> 0.223787</td>\n",
" <td> 0.105837</td>\n",
" <td>-0.333678</td>\n",
" <td>-0.011956</td>\n",
" <td> 0.837646</td>\n",
" <td> 0.887205</td>\n",
" <td> 0.268445</td>\n",
" <td> 0.379411</td>\n",
" <td> 0.389289</td>\n",
" <td> 0.144904</td>\n",
" <td>-0.163855</td>\n",
" <td>-0.038222</td>\n",
" <td>-0.020767</td>\n",
" <td> 0.370926</td>\n",
" <td> 0.327682</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.551688</td>\n",
" <td> 0.448796</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_ms_30</th>\n",
" <td> 0.084271</td>\n",
" <td>-0.001956</td>\n",
" <td> 0.003401</td>\n",
" <td> 0.483783</td>\n",
" <td> 0.444727</td>\n",
" <td> 0.041923</td>\n",
" <td>-0.165716</td>\n",
" <td> 0.277380</td>\n",
" <td> 0.703252</td>\n",
" <td> 0.739578</td>\n",
" <td> 0.159259</td>\n",
" <td> 0.336512</td>\n",
" <td> 0.454713</td>\n",
" <td>-0.067538</td>\n",
" <td>-0.056430</td>\n",
" <td>-0.030435</td>\n",
" <td> 0.776408</td>\n",
" <td> 0.696514</td>\n",
" <td> 0.551688</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.904069</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_alpha_ms_60</th>\n",
" <td> 0.083874</td>\n",
" <td>-0.000978</td>\n",
" <td> 0.001903</td>\n",
" <td> 0.545034</td>\n",
" <td> 0.518057</td>\n",
" <td> 0.170635</td>\n",
" <td>-0.167869</td>\n",
" <td> 0.191594</td>\n",
" <td> 0.595887</td>\n",
" <td> 0.811777</td>\n",
" <td> 0.109862</td>\n",
" <td> 0.276615</td>\n",
" <td> 0.514340</td>\n",
" <td> 0.131906</td>\n",
" <td>-0.007813</td>\n",
" <td>-0.041689</td>\n",
" <td> 0.820546</td>\n",
" <td> 0.790765</td>\n",
" <td> 0.448796</td>\n",
" <td> 0.904069</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh co_alpha co_alpha_t_min_1 \\\n",
"bc_ona 1.000000 0.005463 -0.047146 0.521790 0.513859 \n",
"temp 0.005463 1.000000 -0.866288 0.234325 0.234446 \n",
"rh -0.047146 -0.866288 1.000000 -0.216458 -0.216594 \n",
"co_alpha 0.521790 0.234325 -0.216458 1.000000 0.990086 \n",
"co_alpha_t_min_1 0.513859 0.234446 -0.216594 0.990086 1.000000 \n",
"co_alpha_t_min_6 0.479996 0.234900 -0.217804 0.802596 0.840732 \n",
"co_alpha_t_min_30 0.465173 0.235438 -0.218548 0.614371 0.614995 \n",
"co_alpha_diff_1 0.056323 -0.000862 0.000971 0.070414 -0.070397 \n",
"co_alpha_diff_6 0.066514 -0.000926 0.002146 0.314179 0.237707 \n",
"co_alpha_diff_30 0.064526 -0.001269 0.002361 0.439157 0.427158 \n",
"co_alpha_trend_1 0.051613 -0.025973 0.018896 0.012185 -0.045163 \n",
"co_alpha_trend_6 0.052221 -0.024689 0.017931 0.108283 0.072266 \n",
"co_alpha_moving_var_6 0.063796 0.101406 -0.072534 0.441787 0.429792 \n",
"co_alpha_moving_var_30 0.052917 0.175280 -0.119432 0.361675 0.387933 \n",
"co_alpha_base_30 0.613222 0.148762 -0.172754 0.748294 0.753291 \n",
"co_alpha_base_60 0.630366 0.123553 -0.158295 0.702545 0.705346 \n",
"co_alpha_base_cor_30 0.182691 0.204997 -0.155069 0.764740 0.745100 \n",
"co_alpha_base_cor_60 0.207532 0.223960 -0.170698 0.812145 0.796088 \n",
"co_alpha_ms_6 0.066126 -0.000874 0.001705 0.223787 0.105837 \n",
"co_alpha_ms_30 0.084271 -0.001956 0.003401 0.483783 0.444727 \n",
"co_alpha_ms_60 0.083874 -0.000978 0.001903 0.545034 0.518057 \n",
"\n",
" co_alpha_t_min_6 co_alpha_t_min_30 co_alpha_diff_1 \\\n",
"bc_ona 0.479996 0.465173 0.056323 \n",
"temp 0.234900 0.235438 -0.000862 \n",
"rh -0.217804 -0.218548 0.000971 \n",
"co_alpha 0.802596 0.614371 0.070414 \n",
"co_alpha_t_min_1 0.840732 0.614995 -0.070397 \n",
"co_alpha_t_min_6 1.000000 0.627066 -0.270826 \n",
"co_alpha_t_min_30 0.627066 1.000000 -0.004421 \n",
"co_alpha_diff_1 -0.270826 -0.004421 1.000000 \n",
"co_alpha_diff_6 -0.314159 -0.020189 0.543077 \n",
"co_alpha_diff_30 0.199932 -0.439057 0.085219 \n",
"co_alpha_trend_1 -0.165362 -0.034658 0.407269 \n",
"co_alpha_trend_6 -0.166246 -0.050022 0.255784 \n",
"co_alpha_moving_var_6 0.334819 0.075917 0.085185 \n",
"co_alpha_moving_var_30 0.441530 0.275442 -0.186471 \n",
"co_alpha_base_30 0.772239 0.770796 -0.035475 \n",
"co_alpha_base_60 0.715134 0.731641 -0.019879 \n",
"co_alpha_base_cor_30 0.447061 0.167691 0.139491 \n",
"co_alpha_base_cor_60 0.527818 0.252981 0.114049 \n",
"co_alpha_ms_6 -0.333678 -0.011956 0.837646 \n",
"co_alpha_ms_30 0.041923 -0.165716 0.277380 \n",
"co_alpha_ms_60 0.170635 -0.167869 0.191594 \n",
"\n",
" co_alpha_diff_6 co_alpha_diff_30 co_alpha_trend_1 \\\n",
"bc_ona 0.066514 0.064526 0.051613 \n",
"temp -0.000926 -0.001269 -0.025973 \n",
"rh 0.002146 0.002361 0.018896 \n",
"co_alpha 0.314179 0.439157 0.012185 \n",
"co_alpha_t_min_1 0.237707 0.427158 -0.045163 \n",
"co_alpha_t_min_6 -0.314159 0.199932 -0.165362 \n",
"co_alpha_t_min_30 -0.020189 -0.439057 -0.034658 \n",
"co_alpha_diff_1 0.543077 0.085219 0.407269 \n",
"co_alpha_diff_6 1.000000 0.380748 0.282531 \n",
"co_alpha_diff_30 0.380748 1.000000 0.053275 \n",
"co_alpha_trend_1 0.282531 0.053275 1.000000 \n",
"co_alpha_trend_6 0.436914 0.180214 0.480081 \n",
"co_alpha_moving_var_6 0.170244 0.416622 -0.000503 \n",
"co_alpha_moving_var_30 -0.127089 0.098204 -0.067260 \n",
"co_alpha_base_30 -0.038089 -0.025575 -0.045300 \n",
"co_alpha_base_60 -0.020017 -0.033087 -0.031965 \n",
"co_alpha_base_cor_30 0.505621 0.679874 0.062103 \n",
"co_alpha_base_cor_60 0.452541 0.636739 0.043054 \n",
"co_alpha_ms_6 0.887205 0.268445 0.379411 \n",
"co_alpha_ms_30 0.703252 0.739578 0.159259 \n",
"co_alpha_ms_60 0.595887 0.811777 0.109862 \n",
"\n",
" co_alpha_trend_6 co_alpha_moving_var_6 \\\n",
"bc_ona 0.052221 0.063796 \n",
"temp -0.024689 0.101406 \n",
"rh 0.017931 -0.072534 \n",
"co_alpha 0.108283 0.441787 \n",
"co_alpha_t_min_1 0.072266 0.429792 \n",
"co_alpha_t_min_6 -0.166246 0.334819 \n",
"co_alpha_t_min_30 -0.050022 0.075917 \n",
"co_alpha_diff_1 0.255784 0.085185 \n",
"co_alpha_diff_6 0.436914 0.170244 \n",
"co_alpha_diff_30 0.180214 0.416622 \n",
"co_alpha_trend_1 0.480081 -0.000503 \n",
"co_alpha_trend_6 1.000000 0.014051 \n",
"co_alpha_moving_var_6 0.014051 1.000000 \n",
"co_alpha_moving_var_30 -0.063322 0.462469 \n",
"co_alpha_base_30 -0.043550 0.052694 \n",
"co_alpha_base_60 -0.032500 0.028783 \n",
"co_alpha_base_cor_30 0.203762 0.607772 \n",
"co_alpha_base_cor_60 0.176911 0.589664 \n",
"co_alpha_ms_6 0.389289 0.144904 \n",
"co_alpha_ms_30 0.336512 0.454713 \n",
"co_alpha_ms_60 0.276615 0.514340 \n",
"\n",
" co_alpha_moving_var_30 co_alpha_base_30 \\\n",
"bc_ona 0.052917 0.613222 \n",
"temp 0.175280 0.148762 \n",
"rh -0.119432 -0.172754 \n",
"co_alpha 0.361675 0.748294 \n",
"co_alpha_t_min_1 0.387933 0.753291 \n",
"co_alpha_t_min_6 0.441530 0.772239 \n",
"co_alpha_t_min_30 0.275442 0.770796 \n",
"co_alpha_diff_1 -0.186471 -0.035475 \n",
"co_alpha_diff_6 -0.127089 -0.038089 \n",
"co_alpha_diff_30 0.098204 -0.025575 \n",
"co_alpha_trend_1 -0.067260 -0.045300 \n",
"co_alpha_trend_6 -0.063322 -0.043550 \n",
"co_alpha_moving_var_6 0.462469 0.052694 \n",
"co_alpha_moving_var_30 1.000000 0.108724 \n",
"co_alpha_base_30 0.108724 1.000000 \n",
"co_alpha_base_60 0.052366 0.960252 \n",
"co_alpha_base_cor_30 0.433850 0.144818 \n",
"co_alpha_base_cor_60 0.459115 0.251453 \n",
"co_alpha_ms_6 -0.163855 -0.038222 \n",
"co_alpha_ms_30 -0.067538 -0.056430 \n",
"co_alpha_ms_60 0.131906 -0.007813 \n",
"\n",
" co_alpha_base_60 co_alpha_base_cor_30 \\\n",
"bc_ona 0.630366 0.182691 \n",
"temp 0.123553 0.204997 \n",
"rh -0.158295 -0.155069 \n",
"co_alpha 0.702545 0.764740 \n",
"co_alpha_t_min_1 0.705346 0.745100 \n",
"co_alpha_t_min_6 0.715134 0.447061 \n",
"co_alpha_t_min_30 0.731641 0.167691 \n",
"co_alpha_diff_1 -0.019879 0.139491 \n",
"co_alpha_diff_6 -0.020017 0.505621 \n",
"co_alpha_diff_30 -0.033087 0.679874 \n",
"co_alpha_trend_1 -0.031965 0.062103 \n",
"co_alpha_trend_6 -0.032500 0.203762 \n",
"co_alpha_moving_var_6 0.028783 0.607772 \n",
"co_alpha_moving_var_30 0.052366 0.433850 \n",
"co_alpha_base_30 0.960252 0.144818 \n",
"co_alpha_base_60 1.000000 0.115187 \n",
"co_alpha_base_cor_30 0.115187 1.000000 \n",
"co_alpha_base_cor_60 0.155358 0.967131 \n",
"co_alpha_ms_6 -0.020767 0.370926 \n",
"co_alpha_ms_30 -0.030435 0.776408 \n",
"co_alpha_ms_60 -0.041689 0.820546 \n",
"\n",
" co_alpha_base_cor_60 co_alpha_ms_6 co_alpha_ms_30 \\\n",
"bc_ona 0.207532 0.066126 0.084271 \n",
"temp 0.223960 -0.000874 -0.001956 \n",
"rh -0.170698 0.001705 0.003401 \n",
"co_alpha 0.812145 0.223787 0.483783 \n",
"co_alpha_t_min_1 0.796088 0.105837 0.444727 \n",
"co_alpha_t_min_6 0.527818 -0.333678 0.041923 \n",
"co_alpha_t_min_30 0.252981 -0.011956 -0.165716 \n",
"co_alpha_diff_1 0.114049 0.837646 0.277380 \n",
"co_alpha_diff_6 0.452541 0.887205 0.703252 \n",
"co_alpha_diff_30 0.636739 0.268445 0.739578 \n",
"co_alpha_trend_1 0.043054 0.379411 0.159259 \n",
"co_alpha_trend_6 0.176911 0.389289 0.336512 \n",
"co_alpha_moving_var_6 0.589664 0.144904 0.454713 \n",
"co_alpha_moving_var_30 0.459115 -0.163855 -0.067538 \n",
"co_alpha_base_30 0.251453 -0.038222 -0.056430 \n",
"co_alpha_base_60 0.155358 -0.020767 -0.030435 \n",
"co_alpha_base_cor_30 0.967131 0.370926 0.776408 \n",
"co_alpha_base_cor_60 1.000000 0.327682 0.696514 \n",
"co_alpha_ms_6 0.327682 1.000000 0.551688 \n",
"co_alpha_ms_30 0.696514 0.551688 1.000000 \n",
"co_alpha_ms_60 0.790765 0.448796 0.904069 \n",
"\n",
" co_alpha_ms_60 \n",
"bc_ona 0.083874 \n",
"temp -0.000978 \n",
"rh 0.001903 \n",
"co_alpha 0.545034 \n",
"co_alpha_t_min_1 0.518057 \n",
"co_alpha_t_min_6 0.170635 \n",
"co_alpha_t_min_30 -0.167869 \n",
"co_alpha_diff_1 0.191594 \n",
"co_alpha_diff_6 0.595887 \n",
"co_alpha_diff_30 0.811777 \n",
"co_alpha_trend_1 0.109862 \n",
"co_alpha_trend_6 0.276615 \n",
"co_alpha_moving_var_6 0.514340 \n",
"co_alpha_moving_var_30 0.131906 \n",
"co_alpha_base_30 -0.007813 \n",
"co_alpha_base_60 -0.041689 \n",
"co_alpha_base_cor_30 0.820546 \n",
"co_alpha_base_cor_60 0.790765 \n",
"co_alpha_ms_6 0.448796 \n",
"co_alpha_ms_30 0.904069 \n",
"co_alpha_ms_60 1.000000 "
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>co_mics_1</th>\n",
" <th>co_mics_1_t_min_1</th>\n",
" <th>co_mics_1_t_min_6</th>\n",
" <th>co_mics_1_t_min_30</th>\n",
" <th>co_mics_1_diff_1</th>\n",
" <th>co_mics_1_diff_6</th>\n",
" <th>co_mics_1_diff_30</th>\n",
" <th>co_mics_1_trend_1</th>\n",
" <th>co_mics_1_trend_6</th>\n",
" <th>co_mics_1_moving_var_6</th>\n",
" <th>co_mics_1_moving_var_30</th>\n",
" <th>co_mics_1_base_30</th>\n",
" <th>co_mics_1_base_60</th>\n",
" <th>co_mics_1_base_cor_30</th>\n",
" <th>co_mics_1_base_cor_60</th>\n",
" <th>co_mics_1_ms_6</th>\n",
" <th>co_mics_1_ms_30</th>\n",
" <th>co_mics_1_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td> 0.153654</td>\n",
" <td> 0.151237</td>\n",
" <td> 0.141313</td>\n",
" <td> 0.138063</td>\n",
" <td> 0.070587</td>\n",
" <td> 0.076057</td>\n",
" <td> 0.060423</td>\n",
" <td> 0.067212</td>\n",
" <td> 0.068259</td>\n",
" <td> 0.066672</td>\n",
" <td> 0.057304</td>\n",
" <td> 0.125196</td>\n",
" <td> 0.117100</td>\n",
" <td> 0.171723</td>\n",
" <td> 0.195609</td>\n",
" <td> 0.078133</td>\n",
" <td> 0.084126</td>\n",
" <td> 0.078415</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td> 0.043478</td>\n",
" <td> 0.043542</td>\n",
" <td> 0.043567</td>\n",
" <td> 0.042489</td>\n",
" <td>-0.001644</td>\n",
" <td>-0.000283</td>\n",
" <td> 0.004370</td>\n",
" <td>-0.026694</td>\n",
" <td>-0.022908</td>\n",
" <td> 0.083372</td>\n",
" <td> 0.147457</td>\n",
" <td> 0.014457</td>\n",
" <td> 0.008075</td>\n",
" <td> 0.151796</td>\n",
" <td> 0.166283</td>\n",
" <td>-0.000837</td>\n",
" <td> 0.001533</td>\n",
" <td> 0.007710</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.146603</td>\n",
" <td>-0.146664</td>\n",
" <td>-0.146938</td>\n",
" <td>-0.145753</td>\n",
" <td> 0.001458</td>\n",
" <td> 0.001659</td>\n",
" <td>-0.003908</td>\n",
" <td> 0.017521</td>\n",
" <td> 0.015928</td>\n",
" <td>-0.060647</td>\n",
" <td>-0.101964</td>\n",
" <td>-0.127803</td>\n",
" <td>-0.122560</td>\n",
" <td>-0.120494</td>\n",
" <td>-0.136642</td>\n",
" <td> 0.001679</td>\n",
" <td>-0.000232</td>\n",
" <td>-0.007642</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1</th>\n",
" <td> 0.153654</td>\n",
" <td> 0.043478</td>\n",
" <td>-0.146603</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.999408</td>\n",
" <td> 0.986671</td>\n",
" <td> 0.963747</td>\n",
" <td> 0.018376</td>\n",
" <td> 0.083095</td>\n",
" <td> 0.138331</td>\n",
" <td>-0.016371</td>\n",
" <td> 0.026192</td>\n",
" <td> 0.149506</td>\n",
" <td> 0.145981</td>\n",
" <td> 0.980838</td>\n",
" <td> 0.976636</td>\n",
" <td> 0.282952</td>\n",
" <td> 0.307588</td>\n",
" <td> 0.057566</td>\n",
" <td> 0.141709</td>\n",
" <td> 0.168629</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_t_min_1</th>\n",
" <td> 0.151237</td>\n",
" <td> 0.043542</td>\n",
" <td>-0.146664</td>\n",
" <td> 0.999408</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.989586</td>\n",
" <td> 0.963932</td>\n",
" <td>-0.016032</td>\n",
" <td> 0.061617</td>\n",
" <td> 0.135441</td>\n",
" <td>-0.034681</td>\n",
" <td> 0.013758</td>\n",
" <td> 0.143366</td>\n",
" <td> 0.152443</td>\n",
" <td> 0.981261</td>\n",
" <td> 0.976917</td>\n",
" <td> 0.277843</td>\n",
" <td> 0.303601</td>\n",
" <td> 0.027736</td>\n",
" <td> 0.131344</td>\n",
" <td> 0.161938</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_t_min_6</th>\n",
" <td> 0.141313</td>\n",
" <td> 0.043567</td>\n",
" <td>-0.146938</td>\n",
" <td> 0.986671</td>\n",
" <td> 0.989586</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.965577</td>\n",
" <td>-0.083591</td>\n",
" <td>-0.080177</td>\n",
" <td> 0.081993</td>\n",
" <td>-0.080633</td>\n",
" <td>-0.064359</td>\n",
" <td> 0.103252</td>\n",
" <td> 0.166600</td>\n",
" <td> 0.982896</td>\n",
" <td> 0.977959</td>\n",
" <td> 0.204666</td>\n",
" <td> 0.239968</td>\n",
" <td>-0.091121</td>\n",
" <td> 0.030004</td>\n",
" <td> 0.080150</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_t_min_30</th>\n",
" <td> 0.138063</td>\n",
" <td> 0.042489</td>\n",
" <td>-0.145753</td>\n",
" <td> 0.963747</td>\n",
" <td> 0.963932</td>\n",
" <td> 0.965577</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.004325</td>\n",
" <td>-0.009860</td>\n",
" <td>-0.130939</td>\n",
" <td>-0.034870</td>\n",
" <td>-0.031879</td>\n",
" <td> 0.046343</td>\n",
" <td> 0.119398</td>\n",
" <td> 0.981823</td>\n",
" <td> 0.979050</td>\n",
" <td> 0.092790</td>\n",
" <td> 0.128986</td>\n",
" <td>-0.007035</td>\n",
" <td>-0.063064</td>\n",
" <td>-0.057627</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_diff_1</th>\n",
" <td> 0.070587</td>\n",
" <td>-0.001644</td>\n",
" <td> 0.001458</td>\n",
" <td> 0.018376</td>\n",
" <td>-0.016032</td>\n",
" <td>-0.083591</td>\n",
" <td>-0.004325</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.624266</td>\n",
" <td> 0.084101</td>\n",
" <td> 0.532108</td>\n",
" <td> 0.361409</td>\n",
" <td> 0.178642</td>\n",
" <td>-0.187637</td>\n",
" <td>-0.011199</td>\n",
" <td>-0.007085</td>\n",
" <td> 0.148748</td>\n",
" <td> 0.116195</td>\n",
" <td> 0.866980</td>\n",
" <td> 0.301330</td>\n",
" <td> 0.194604</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_diff_6</th>\n",
" <td> 0.076057</td>\n",
" <td>-0.000283</td>\n",
" <td> 0.001659</td>\n",
" <td> 0.083095</td>\n",
" <td> 0.061617</td>\n",
" <td>-0.080177</td>\n",
" <td>-0.009860</td>\n",
" <td> 0.624266</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.345142</td>\n",
" <td> 0.392721</td>\n",
" <td> 0.554594</td>\n",
" <td> 0.283592</td>\n",
" <td>-0.125902</td>\n",
" <td>-0.011232</td>\n",
" <td>-0.006745</td>\n",
" <td> 0.479742</td>\n",
" <td> 0.414467</td>\n",
" <td> 0.910590</td>\n",
" <td> 0.684169</td>\n",
" <td> 0.541997</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_diff_30</th>\n",
" <td> 0.060423</td>\n",
" <td> 0.004370</td>\n",
" <td>-0.003908</td>\n",
" <td> 0.138331</td>\n",
" <td> 0.135441</td>\n",
" <td> 0.081993</td>\n",
" <td>-0.130939</td>\n",
" <td> 0.084101</td>\n",
" <td> 0.345142</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.068852</td>\n",
" <td> 0.216203</td>\n",
" <td> 0.383787</td>\n",
" <td> 0.099616</td>\n",
" <td> 0.000033</td>\n",
" <td>-0.005287</td>\n",
" <td> 0.706927</td>\n",
" <td> 0.664123</td>\n",
" <td> 0.239824</td>\n",
" <td> 0.760657</td>\n",
" <td> 0.840498</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_trend_1</th>\n",
" <td> 0.067212</td>\n",
" <td>-0.026694</td>\n",
" <td> 0.017521</td>\n",
" <td>-0.016371</td>\n",
" <td>-0.034681</td>\n",
" <td>-0.080633</td>\n",
" <td>-0.034870</td>\n",
" <td> 0.532108</td>\n",
" <td> 0.392721</td>\n",
" <td> 0.068852</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.571017</td>\n",
" <td> 0.011147</td>\n",
" <td>-0.090559</td>\n",
" <td>-0.033204</td>\n",
" <td>-0.029463</td>\n",
" <td> 0.080121</td>\n",
" <td> 0.054932</td>\n",
" <td> 0.495997</td>\n",
" <td> 0.215116</td>\n",
" <td> 0.136690</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_trend_6</th>\n",
" <td> 0.068259</td>\n",
" <td>-0.022908</td>\n",
" <td> 0.015928</td>\n",
" <td> 0.026192</td>\n",
" <td> 0.013758</td>\n",
" <td>-0.064359</td>\n",
" <td>-0.031879</td>\n",
" <td> 0.361409</td>\n",
" <td> 0.554594</td>\n",
" <td> 0.216203</td>\n",
" <td> 0.571017</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.030330</td>\n",
" <td>-0.082480</td>\n",
" <td>-0.022935</td>\n",
" <td>-0.020328</td>\n",
" <td> 0.247414</td>\n",
" <td> 0.211881</td>\n",
" <td> 0.505905</td>\n",
" <td> 0.416811</td>\n",
" <td> 0.326367</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_moving_var_6</th>\n",
" <td> 0.066672</td>\n",
" <td> 0.083372</td>\n",
" <td>-0.060647</td>\n",
" <td> 0.149506</td>\n",
" <td> 0.143366</td>\n",
" <td> 0.103252</td>\n",
" <td> 0.046343</td>\n",
" <td> 0.178642</td>\n",
" <td> 0.283592</td>\n",
" <td> 0.383787</td>\n",
" <td> 0.011147</td>\n",
" <td> 0.030330</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.420739</td>\n",
" <td> 0.038982</td>\n",
" <td> 0.034298</td>\n",
" <td> 0.572704</td>\n",
" <td> 0.540980</td>\n",
" <td> 0.268174</td>\n",
" <td> 0.440339</td>\n",
" <td> 0.471694</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_moving_var_30</th>\n",
" <td> 0.057304</td>\n",
" <td> 0.147457</td>\n",
" <td>-0.101964</td>\n",
" <td> 0.145981</td>\n",
" <td> 0.152443</td>\n",
" <td> 0.166600</td>\n",
" <td> 0.119398</td>\n",
" <td>-0.187637</td>\n",
" <td>-0.125902</td>\n",
" <td> 0.099616</td>\n",
" <td>-0.090559</td>\n",
" <td>-0.082480</td>\n",
" <td> 0.420739</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.061930</td>\n",
" <td> 0.051839</td>\n",
" <td> 0.441846</td>\n",
" <td> 0.447108</td>\n",
" <td>-0.163170</td>\n",
" <td>-0.040787</td>\n",
" <td> 0.142797</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_base_30</th>\n",
" <td> 0.125196</td>\n",
" <td> 0.014457</td>\n",
" <td>-0.127803</td>\n",
" <td> 0.980838</td>\n",
" <td> 0.981261</td>\n",
" <td> 0.982896</td>\n",
" <td> 0.981823</td>\n",
" <td>-0.011199</td>\n",
" <td>-0.011232</td>\n",
" <td> 0.000033</td>\n",
" <td>-0.033204</td>\n",
" <td>-0.022935</td>\n",
" <td> 0.038982</td>\n",
" <td> 0.061930</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.997223</td>\n",
" <td> 0.090666</td>\n",
" <td> 0.127679</td>\n",
" <td>-0.011530</td>\n",
" <td>-0.011974</td>\n",
" <td> 0.009793</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_base_60</th>\n",
" <td> 0.117100</td>\n",
" <td> 0.008075</td>\n",
" <td>-0.122560</td>\n",
" <td> 0.976636</td>\n",
" <td> 0.976917</td>\n",
" <td> 0.977959</td>\n",
" <td> 0.979050</td>\n",
" <td>-0.007085</td>\n",
" <td>-0.006745</td>\n",
" <td>-0.005287</td>\n",
" <td>-0.029463</td>\n",
" <td>-0.020328</td>\n",
" <td> 0.034298</td>\n",
" <td> 0.051839</td>\n",
" <td> 0.997223</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.082857</td>\n",
" <td> 0.095918</td>\n",
" <td>-0.007129</td>\n",
" <td>-0.007759</td>\n",
" <td>-0.004953</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_base_cor_30</th>\n",
" <td> 0.171723</td>\n",
" <td> 0.151796</td>\n",
" <td>-0.120494</td>\n",
" <td> 0.282952</td>\n",
" <td> 0.277843</td>\n",
" <td> 0.204666</td>\n",
" <td> 0.092790</td>\n",
" <td> 0.148748</td>\n",
" <td> 0.479742</td>\n",
" <td> 0.706927</td>\n",
" <td> 0.080121</td>\n",
" <td> 0.247414</td>\n",
" <td> 0.572704</td>\n",
" <td> 0.441846</td>\n",
" <td> 0.090666</td>\n",
" <td> 0.082857</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.943720</td>\n",
" <td> 0.350756</td>\n",
" <td> 0.783315</td>\n",
" <td> 0.813765</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_base_cor_60</th>\n",
" <td> 0.195609</td>\n",
" <td> 0.166283</td>\n",
" <td>-0.136642</td>\n",
" <td> 0.307588</td>\n",
" <td> 0.303601</td>\n",
" <td> 0.239968</td>\n",
" <td> 0.128986</td>\n",
" <td> 0.116195</td>\n",
" <td> 0.414467</td>\n",
" <td> 0.664123</td>\n",
" <td> 0.054932</td>\n",
" <td> 0.211881</td>\n",
" <td> 0.540980</td>\n",
" <td> 0.447108</td>\n",
" <td> 0.127679</td>\n",
" <td> 0.095918</td>\n",
" <td> 0.943720</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.297964</td>\n",
" <td> 0.690724</td>\n",
" <td> 0.802991</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_ms_6</th>\n",
" <td> 0.078133</td>\n",
" <td>-0.000837</td>\n",
" <td> 0.001679</td>\n",
" <td> 0.057566</td>\n",
" <td> 0.027736</td>\n",
" <td>-0.091121</td>\n",
" <td>-0.007035</td>\n",
" <td> 0.866980</td>\n",
" <td> 0.910590</td>\n",
" <td> 0.239824</td>\n",
" <td> 0.495997</td>\n",
" <td> 0.505905</td>\n",
" <td> 0.268174</td>\n",
" <td>-0.163170</td>\n",
" <td>-0.011530</td>\n",
" <td>-0.007129</td>\n",
" <td> 0.350756</td>\n",
" <td> 0.297964</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.539479</td>\n",
" <td> 0.407617</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_ms_30</th>\n",
" <td> 0.084126</td>\n",
" <td> 0.001533</td>\n",
" <td>-0.000232</td>\n",
" <td> 0.141709</td>\n",
" <td> 0.131344</td>\n",
" <td> 0.030004</td>\n",
" <td>-0.063064</td>\n",
" <td> 0.301330</td>\n",
" <td> 0.684169</td>\n",
" <td> 0.760657</td>\n",
" <td> 0.215116</td>\n",
" <td> 0.416811</td>\n",
" <td> 0.440339</td>\n",
" <td>-0.040787</td>\n",
" <td>-0.011974</td>\n",
" <td>-0.007759</td>\n",
" <td> 0.783315</td>\n",
" <td> 0.690724</td>\n",
" <td> 0.539479</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.884266</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_1_ms_60</th>\n",
" <td> 0.078415</td>\n",
" <td> 0.007710</td>\n",
" <td>-0.007642</td>\n",
" <td> 0.168629</td>\n",
" <td> 0.161938</td>\n",
" <td> 0.080150</td>\n",
" <td>-0.057627</td>\n",
" <td> 0.194604</td>\n",
" <td> 0.541997</td>\n",
" <td> 0.840498</td>\n",
" <td> 0.136690</td>\n",
" <td> 0.326367</td>\n",
" <td> 0.471694</td>\n",
" <td> 0.142797</td>\n",
" <td> 0.009793</td>\n",
" <td>-0.004953</td>\n",
" <td> 0.813765</td>\n",
" <td> 0.802991</td>\n",
" <td> 0.407617</td>\n",
" <td> 0.884266</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh co_mics_1 co_mics_1_t_min_1 \\\n",
"bc_ona 1.000000 0.005463 -0.047146 0.153654 0.151237 \n",
"temp 0.005463 1.000000 -0.866288 0.043478 0.043542 \n",
"rh -0.047146 -0.866288 1.000000 -0.146603 -0.146664 \n",
"co_mics_1 0.153654 0.043478 -0.146603 1.000000 0.999408 \n",
"co_mics_1_t_min_1 0.151237 0.043542 -0.146664 0.999408 1.000000 \n",
"co_mics_1_t_min_6 0.141313 0.043567 -0.146938 0.986671 0.989586 \n",
"co_mics_1_t_min_30 0.138063 0.042489 -0.145753 0.963747 0.963932 \n",
"co_mics_1_diff_1 0.070587 -0.001644 0.001458 0.018376 -0.016032 \n",
"co_mics_1_diff_6 0.076057 -0.000283 0.001659 0.083095 0.061617 \n",
"co_mics_1_diff_30 0.060423 0.004370 -0.003908 0.138331 0.135441 \n",
"co_mics_1_trend_1 0.067212 -0.026694 0.017521 -0.016371 -0.034681 \n",
"co_mics_1_trend_6 0.068259 -0.022908 0.015928 0.026192 0.013758 \n",
"co_mics_1_moving_var_6 0.066672 0.083372 -0.060647 0.149506 0.143366 \n",
"co_mics_1_moving_var_30 0.057304 0.147457 -0.101964 0.145981 0.152443 \n",
"co_mics_1_base_30 0.125196 0.014457 -0.127803 0.980838 0.981261 \n",
"co_mics_1_base_60 0.117100 0.008075 -0.122560 0.976636 0.976917 \n",
"co_mics_1_base_cor_30 0.171723 0.151796 -0.120494 0.282952 0.277843 \n",
"co_mics_1_base_cor_60 0.195609 0.166283 -0.136642 0.307588 0.303601 \n",
"co_mics_1_ms_6 0.078133 -0.000837 0.001679 0.057566 0.027736 \n",
"co_mics_1_ms_30 0.084126 0.001533 -0.000232 0.141709 0.131344 \n",
"co_mics_1_ms_60 0.078415 0.007710 -0.007642 0.168629 0.161938 \n",
"\n",
" co_mics_1_t_min_6 co_mics_1_t_min_30 co_mics_1_diff_1 \\\n",
"bc_ona 0.141313 0.138063 0.070587 \n",
"temp 0.043567 0.042489 -0.001644 \n",
"rh -0.146938 -0.145753 0.001458 \n",
"co_mics_1 0.986671 0.963747 0.018376 \n",
"co_mics_1_t_min_1 0.989586 0.963932 -0.016032 \n",
"co_mics_1_t_min_6 1.000000 0.965577 -0.083591 \n",
"co_mics_1_t_min_30 0.965577 1.000000 -0.004325 \n",
"co_mics_1_diff_1 -0.083591 -0.004325 1.000000 \n",
"co_mics_1_diff_6 -0.080177 -0.009860 0.624266 \n",
"co_mics_1_diff_30 0.081993 -0.130939 0.084101 \n",
"co_mics_1_trend_1 -0.080633 -0.034870 0.532108 \n",
"co_mics_1_trend_6 -0.064359 -0.031879 0.361409 \n",
"co_mics_1_moving_var_6 0.103252 0.046343 0.178642 \n",
"co_mics_1_moving_var_30 0.166600 0.119398 -0.187637 \n",
"co_mics_1_base_30 0.982896 0.981823 -0.011199 \n",
"co_mics_1_base_60 0.977959 0.979050 -0.007085 \n",
"co_mics_1_base_cor_30 0.204666 0.092790 0.148748 \n",
"co_mics_1_base_cor_60 0.239968 0.128986 0.116195 \n",
"co_mics_1_ms_6 -0.091121 -0.007035 0.866980 \n",
"co_mics_1_ms_30 0.030004 -0.063064 0.301330 \n",
"co_mics_1_ms_60 0.080150 -0.057627 0.194604 \n",
"\n",
" co_mics_1_diff_6 co_mics_1_diff_30 co_mics_1_trend_1 \\\n",
"bc_ona 0.076057 0.060423 0.067212 \n",
"temp -0.000283 0.004370 -0.026694 \n",
"rh 0.001659 -0.003908 0.017521 \n",
"co_mics_1 0.083095 0.138331 -0.016371 \n",
"co_mics_1_t_min_1 0.061617 0.135441 -0.034681 \n",
"co_mics_1_t_min_6 -0.080177 0.081993 -0.080633 \n",
"co_mics_1_t_min_30 -0.009860 -0.130939 -0.034870 \n",
"co_mics_1_diff_1 0.624266 0.084101 0.532108 \n",
"co_mics_1_diff_6 1.000000 0.345142 0.392721 \n",
"co_mics_1_diff_30 0.345142 1.000000 0.068852 \n",
"co_mics_1_trend_1 0.392721 0.068852 1.000000 \n",
"co_mics_1_trend_6 0.554594 0.216203 0.571017 \n",
"co_mics_1_moving_var_6 0.283592 0.383787 0.011147 \n",
"co_mics_1_moving_var_30 -0.125902 0.099616 -0.090559 \n",
"co_mics_1_base_30 -0.011232 0.000033 -0.033204 \n",
"co_mics_1_base_60 -0.006745 -0.005287 -0.029463 \n",
"co_mics_1_base_cor_30 0.479742 0.706927 0.080121 \n",
"co_mics_1_base_cor_60 0.414467 0.664123 0.054932 \n",
"co_mics_1_ms_6 0.910590 0.239824 0.495997 \n",
"co_mics_1_ms_30 0.684169 0.760657 0.215116 \n",
"co_mics_1_ms_60 0.541997 0.840498 0.136690 \n",
"\n",
" co_mics_1_trend_6 co_mics_1_moving_var_6 \\\n",
"bc_ona 0.068259 0.066672 \n",
"temp -0.022908 0.083372 \n",
"rh 0.015928 -0.060647 \n",
"co_mics_1 0.026192 0.149506 \n",
"co_mics_1_t_min_1 0.013758 0.143366 \n",
"co_mics_1_t_min_6 -0.064359 0.103252 \n",
"co_mics_1_t_min_30 -0.031879 0.046343 \n",
"co_mics_1_diff_1 0.361409 0.178642 \n",
"co_mics_1_diff_6 0.554594 0.283592 \n",
"co_mics_1_diff_30 0.216203 0.383787 \n",
"co_mics_1_trend_1 0.571017 0.011147 \n",
"co_mics_1_trend_6 1.000000 0.030330 \n",
"co_mics_1_moving_var_6 0.030330 1.000000 \n",
"co_mics_1_moving_var_30 -0.082480 0.420739 \n",
"co_mics_1_base_30 -0.022935 0.038982 \n",
"co_mics_1_base_60 -0.020328 0.034298 \n",
"co_mics_1_base_cor_30 0.247414 0.572704 \n",
"co_mics_1_base_cor_60 0.211881 0.540980 \n",
"co_mics_1_ms_6 0.505905 0.268174 \n",
"co_mics_1_ms_30 0.416811 0.440339 \n",
"co_mics_1_ms_60 0.326367 0.471694 \n",
"\n",
" co_mics_1_moving_var_30 co_mics_1_base_30 \\\n",
"bc_ona 0.057304 0.125196 \n",
"temp 0.147457 0.014457 \n",
"rh -0.101964 -0.127803 \n",
"co_mics_1 0.145981 0.980838 \n",
"co_mics_1_t_min_1 0.152443 0.981261 \n",
"co_mics_1_t_min_6 0.166600 0.982896 \n",
"co_mics_1_t_min_30 0.119398 0.981823 \n",
"co_mics_1_diff_1 -0.187637 -0.011199 \n",
"co_mics_1_diff_6 -0.125902 -0.011232 \n",
"co_mics_1_diff_30 0.099616 0.000033 \n",
"co_mics_1_trend_1 -0.090559 -0.033204 \n",
"co_mics_1_trend_6 -0.082480 -0.022935 \n",
"co_mics_1_moving_var_6 0.420739 0.038982 \n",
"co_mics_1_moving_var_30 1.000000 0.061930 \n",
"co_mics_1_base_30 0.061930 1.000000 \n",
"co_mics_1_base_60 0.051839 0.997223 \n",
"co_mics_1_base_cor_30 0.441846 0.090666 \n",
"co_mics_1_base_cor_60 0.447108 0.127679 \n",
"co_mics_1_ms_6 -0.163170 -0.011530 \n",
"co_mics_1_ms_30 -0.040787 -0.011974 \n",
"co_mics_1_ms_60 0.142797 0.009793 \n",
"\n",
" co_mics_1_base_60 co_mics_1_base_cor_30 \\\n",
"bc_ona 0.117100 0.171723 \n",
"temp 0.008075 0.151796 \n",
"rh -0.122560 -0.120494 \n",
"co_mics_1 0.976636 0.282952 \n",
"co_mics_1_t_min_1 0.976917 0.277843 \n",
"co_mics_1_t_min_6 0.977959 0.204666 \n",
"co_mics_1_t_min_30 0.979050 0.092790 \n",
"co_mics_1_diff_1 -0.007085 0.148748 \n",
"co_mics_1_diff_6 -0.006745 0.479742 \n",
"co_mics_1_diff_30 -0.005287 0.706927 \n",
"co_mics_1_trend_1 -0.029463 0.080121 \n",
"co_mics_1_trend_6 -0.020328 0.247414 \n",
"co_mics_1_moving_var_6 0.034298 0.572704 \n",
"co_mics_1_moving_var_30 0.051839 0.441846 \n",
"co_mics_1_base_30 0.997223 0.090666 \n",
"co_mics_1_base_60 1.000000 0.082857 \n",
"co_mics_1_base_cor_30 0.082857 1.000000 \n",
"co_mics_1_base_cor_60 0.095918 0.943720 \n",
"co_mics_1_ms_6 -0.007129 0.350756 \n",
"co_mics_1_ms_30 -0.007759 0.783315 \n",
"co_mics_1_ms_60 -0.004953 0.813765 \n",
"\n",
" co_mics_1_base_cor_60 co_mics_1_ms_6 co_mics_1_ms_30 \\\n",
"bc_ona 0.195609 0.078133 0.084126 \n",
"temp 0.166283 -0.000837 0.001533 \n",
"rh -0.136642 0.001679 -0.000232 \n",
"co_mics_1 0.307588 0.057566 0.141709 \n",
"co_mics_1_t_min_1 0.303601 0.027736 0.131344 \n",
"co_mics_1_t_min_6 0.239968 -0.091121 0.030004 \n",
"co_mics_1_t_min_30 0.128986 -0.007035 -0.063064 \n",
"co_mics_1_diff_1 0.116195 0.866980 0.301330 \n",
"co_mics_1_diff_6 0.414467 0.910590 0.684169 \n",
"co_mics_1_diff_30 0.664123 0.239824 0.760657 \n",
"co_mics_1_trend_1 0.054932 0.495997 0.215116 \n",
"co_mics_1_trend_6 0.211881 0.505905 0.416811 \n",
"co_mics_1_moving_var_6 0.540980 0.268174 0.440339 \n",
"co_mics_1_moving_var_30 0.447108 -0.163170 -0.040787 \n",
"co_mics_1_base_30 0.127679 -0.011530 -0.011974 \n",
"co_mics_1_base_60 0.095918 -0.007129 -0.007759 \n",
"co_mics_1_base_cor_30 0.943720 0.350756 0.783315 \n",
"co_mics_1_base_cor_60 1.000000 0.297964 0.690724 \n",
"co_mics_1_ms_6 0.297964 1.000000 0.539479 \n",
"co_mics_1_ms_30 0.690724 0.539479 1.000000 \n",
"co_mics_1_ms_60 0.802991 0.407617 0.884266 \n",
"\n",
" co_mics_1_ms_60 \n",
"bc_ona 0.078415 \n",
"temp 0.007710 \n",
"rh -0.007642 \n",
"co_mics_1 0.168629 \n",
"co_mics_1_t_min_1 0.161938 \n",
"co_mics_1_t_min_6 0.080150 \n",
"co_mics_1_t_min_30 -0.057627 \n",
"co_mics_1_diff_1 0.194604 \n",
"co_mics_1_diff_6 0.541997 \n",
"co_mics_1_diff_30 0.840498 \n",
"co_mics_1_trend_1 0.136690 \n",
"co_mics_1_trend_6 0.326367 \n",
"co_mics_1_moving_var_6 0.471694 \n",
"co_mics_1_moving_var_30 0.142797 \n",
"co_mics_1_base_30 0.009793 \n",
"co_mics_1_base_60 -0.004953 \n",
"co_mics_1_base_cor_30 0.813765 \n",
"co_mics_1_base_cor_60 0.802991 \n",
"co_mics_1_ms_6 0.407617 \n",
"co_mics_1_ms_30 0.884266 \n",
"co_mics_1_ms_60 1.000000 "
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>co_mics_2</th>\n",
" <th>co_mics_2_t_min_1</th>\n",
" <th>co_mics_2_t_min_6</th>\n",
" <th>co_mics_2_t_min_30</th>\n",
" <th>co_mics_2_diff_1</th>\n",
" <th>co_mics_2_diff_6</th>\n",
" <th>co_mics_2_diff_30</th>\n",
" <th>co_mics_2_trend_1</th>\n",
" <th>co_mics_2_trend_6</th>\n",
" <th>co_mics_2_moving_var_6</th>\n",
" <th>co_mics_2_moving_var_30</th>\n",
" <th>co_mics_2_base_30</th>\n",
" <th>co_mics_2_base_60</th>\n",
" <th>co_mics_2_base_cor_30</th>\n",
" <th>co_mics_2_base_cor_60</th>\n",
" <th>co_mics_2_ms_6</th>\n",
" <th>co_mics_2_ms_30</th>\n",
" <th>co_mics_2_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td> 0.569209</td>\n",
" <td> 0.564073</td>\n",
" <td> 0.537431</td>\n",
" <td> 0.528776</td>\n",
" <td> 0.060931</td>\n",
" <td> 0.085620</td>\n",
" <td> 0.073873</td>\n",
" <td> 0.061405</td>\n",
" <td> 0.082613</td>\n",
" <td> 0.074655</td>\n",
" <td> 0.070817</td>\n",
" <td> 0.569934</td>\n",
" <td> 0.570758</td>\n",
" <td> 0.174134</td>\n",
" <td> 0.190128</td>\n",
" <td> 0.081254</td>\n",
" <td> 0.101914</td>\n",
" <td> 0.094451</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td> 0.530498</td>\n",
" <td> 0.530731</td>\n",
" <td> 0.531253</td>\n",
" <td> 0.532392</td>\n",
" <td>-0.002731</td>\n",
" <td>-0.001974</td>\n",
" <td>-0.003269</td>\n",
" <td>-0.016793</td>\n",
" <td>-0.011920</td>\n",
" <td> 0.132412</td>\n",
" <td> 0.228338</td>\n",
" <td> 0.512851</td>\n",
" <td> 0.506194</td>\n",
" <td> 0.201516</td>\n",
" <td> 0.225914</td>\n",
" <td>-0.002316</td>\n",
" <td>-0.003602</td>\n",
" <td>-0.003049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.493375</td>\n",
" <td>-0.493501</td>\n",
" <td>-0.494589</td>\n",
" <td>-0.495531</td>\n",
" <td> 0.001462</td>\n",
" <td> 0.003214</td>\n",
" <td> 0.003777</td>\n",
" <td> 0.008106</td>\n",
" <td> 0.006123</td>\n",
" <td>-0.099225</td>\n",
" <td>-0.169262</td>\n",
" <td>-0.482819</td>\n",
" <td>-0.474718</td>\n",
" <td>-0.174783</td>\n",
" <td>-0.202585</td>\n",
" <td> 0.002551</td>\n",
" <td> 0.004953</td>\n",
" <td> 0.003189</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2</th>\n",
" <td> 0.569209</td>\n",
" <td> 0.530498</td>\n",
" <td>-0.493375</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.996443</td>\n",
" <td> 0.931018</td>\n",
" <td> 0.848776</td>\n",
" <td> 0.042245</td>\n",
" <td> 0.185817</td>\n",
" <td> 0.275160</td>\n",
" <td> 0.014191</td>\n",
" <td> 0.108465</td>\n",
" <td> 0.287033</td>\n",
" <td> 0.297753</td>\n",
" <td> 0.914544</td>\n",
" <td> 0.895895</td>\n",
" <td> 0.492018</td>\n",
" <td> 0.536428</td>\n",
" <td> 0.132363</td>\n",
" <td> 0.292944</td>\n",
" <td> 0.338117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_t_min_1</th>\n",
" <td> 0.564073</td>\n",
" <td> 0.530731</td>\n",
" <td>-0.493501</td>\n",
" <td> 0.996443</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.944518</td>\n",
" <td> 0.849763</td>\n",
" <td>-0.042102</td>\n",
" <td> 0.139896</td>\n",
" <td> 0.266901</td>\n",
" <td>-0.035088</td>\n",
" <td> 0.078244</td>\n",
" <td> 0.279624</td>\n",
" <td> 0.310963</td>\n",
" <td> 0.916811</td>\n",
" <td> 0.897342</td>\n",
" <td> 0.478390</td>\n",
" <td> 0.525721</td>\n",
" <td> 0.062273</td>\n",
" <td> 0.268983</td>\n",
" <td> 0.321912</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_t_min_6</th>\n",
" <td> 0.537431</td>\n",
" <td> 0.531253</td>\n",
" <td>-0.494589</td>\n",
" <td> 0.931018</td>\n",
" <td> 0.944518</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.856898</td>\n",
" <td>-0.159992</td>\n",
" <td>-0.185617</td>\n",
" <td> 0.135010</td>\n",
" <td>-0.128703</td>\n",
" <td>-0.122184</td>\n",
" <td> 0.224638</td>\n",
" <td> 0.337461</td>\n",
" <td> 0.924299</td>\n",
" <td> 0.902397</td>\n",
" <td> 0.301376</td>\n",
" <td> 0.369744</td>\n",
" <td>-0.197598</td>\n",
" <td> 0.033495</td>\n",
" <td> 0.125376</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_t_min_30</th>\n",
" <td> 0.528776</td>\n",
" <td> 0.532392</td>\n",
" <td>-0.495531</td>\n",
" <td> 0.848776</td>\n",
" <td> 0.849763</td>\n",
" <td> 0.856898</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.011637</td>\n",
" <td>-0.021788</td>\n",
" <td>-0.274792</td>\n",
" <td>-0.024907</td>\n",
" <td>-0.028329</td>\n",
" <td> 0.099598</td>\n",
" <td> 0.251183</td>\n",
" <td> 0.917473</td>\n",
" <td> 0.907142</td>\n",
" <td> 0.113642</td>\n",
" <td> 0.176577</td>\n",
" <td>-0.016691</td>\n",
" <td>-0.121853</td>\n",
" <td>-0.118250</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_diff_1</th>\n",
" <td> 0.060931</td>\n",
" <td>-0.002731</td>\n",
" <td> 0.001462</td>\n",
" <td> 0.042245</td>\n",
" <td>-0.042102</td>\n",
" <td>-0.159992</td>\n",
" <td>-0.011637</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.544462</td>\n",
" <td> 0.097957</td>\n",
" <td> 0.584236</td>\n",
" <td> 0.358294</td>\n",
" <td> 0.087866</td>\n",
" <td>-0.156595</td>\n",
" <td>-0.026824</td>\n",
" <td>-0.017096</td>\n",
" <td> 0.161644</td>\n",
" <td> 0.127006</td>\n",
" <td> 0.830987</td>\n",
" <td> 0.284153</td>\n",
" <td> 0.192196</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_diff_6</th>\n",
" <td> 0.085620</td>\n",
" <td>-0.001974</td>\n",
" <td> 0.003214</td>\n",
" <td> 0.185817</td>\n",
" <td> 0.139896</td>\n",
" <td>-0.185617</td>\n",
" <td>-0.021788</td>\n",
" <td> 0.544462</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.377427</td>\n",
" <td> 0.384693</td>\n",
" <td> 0.620968</td>\n",
" <td> 0.168013</td>\n",
" <td>-0.106866</td>\n",
" <td>-0.026180</td>\n",
" <td>-0.017421</td>\n",
" <td> 0.513415</td>\n",
" <td> 0.448902</td>\n",
" <td> 0.888337</td>\n",
" <td> 0.698680</td>\n",
" <td> 0.572910</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_diff_30</th>\n",
" <td> 0.073873</td>\n",
" <td>-0.003269</td>\n",
" <td> 0.003777</td>\n",
" <td> 0.275160</td>\n",
" <td> 0.266901</td>\n",
" <td> 0.135010</td>\n",
" <td>-0.274792</td>\n",
" <td> 0.097957</td>\n",
" <td> 0.377427</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.071098</td>\n",
" <td> 0.248675</td>\n",
" <td> 0.340849</td>\n",
" <td> 0.084766</td>\n",
" <td>-0.005143</td>\n",
" <td>-0.020271</td>\n",
" <td> 0.688076</td>\n",
" <td> 0.654401</td>\n",
" <td> 0.270979</td>\n",
" <td> 0.754258</td>\n",
" <td> 0.829852</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_trend_1</th>\n",
" <td> 0.061405</td>\n",
" <td>-0.016793</td>\n",
" <td> 0.008106</td>\n",
" <td> 0.014191</td>\n",
" <td>-0.035088</td>\n",
" <td>-0.128703</td>\n",
" <td>-0.024907</td>\n",
" <td> 0.584236</td>\n",
" <td> 0.384693</td>\n",
" <td> 0.071098</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.490948</td>\n",
" <td>-0.001634</td>\n",
" <td>-0.091124</td>\n",
" <td>-0.033156</td>\n",
" <td>-0.025504</td>\n",
" <td> 0.106286</td>\n",
" <td> 0.080220</td>\n",
" <td> 0.531845</td>\n",
" <td> 0.211653</td>\n",
" <td> 0.140420</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_trend_6</th>\n",
" <td> 0.082613</td>\n",
" <td>-0.011920</td>\n",
" <td> 0.006123</td>\n",
" <td> 0.108465</td>\n",
" <td> 0.078244</td>\n",
" <td>-0.122184</td>\n",
" <td>-0.028329</td>\n",
" <td> 0.358294</td>\n",
" <td> 0.620968</td>\n",
" <td> 0.248675</td>\n",
" <td> 0.490948</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.021831</td>\n",
" <td>-0.084123</td>\n",
" <td>-0.020951</td>\n",
" <td>-0.015285</td>\n",
" <td> 0.311854</td>\n",
" <td> 0.271717</td>\n",
" <td> 0.554860</td>\n",
" <td> 0.462922</td>\n",
" <td> 0.372402</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_moving_var_6</th>\n",
" <td> 0.074655</td>\n",
" <td> 0.132412</td>\n",
" <td>-0.099225</td>\n",
" <td> 0.287033</td>\n",
" <td> 0.279624</td>\n",
" <td> 0.224638</td>\n",
" <td> 0.099598</td>\n",
" <td> 0.087866</td>\n",
" <td> 0.168013</td>\n",
" <td> 0.340849</td>\n",
" <td>-0.001634</td>\n",
" <td> 0.021831</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.424756</td>\n",
" <td> 0.074104</td>\n",
" <td> 0.061254</td>\n",
" <td> 0.546711</td>\n",
" <td> 0.526097</td>\n",
" <td> 0.147122</td>\n",
" <td> 0.378326</td>\n",
" <td> 0.419720</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_moving_var_30</th>\n",
" <td> 0.070817</td>\n",
" <td> 0.228338</td>\n",
" <td>-0.169262</td>\n",
" <td> 0.297753</td>\n",
" <td> 0.310963</td>\n",
" <td> 0.337461</td>\n",
" <td> 0.251183</td>\n",
" <td>-0.156595</td>\n",
" <td>-0.106866</td>\n",
" <td> 0.084766</td>\n",
" <td>-0.091124</td>\n",
" <td>-0.084123</td>\n",
" <td> 0.424756</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.129173</td>\n",
" <td> 0.106194</td>\n",
" <td> 0.454614</td>\n",
" <td> 0.464770</td>\n",
" <td>-0.138975</td>\n",
" <td>-0.045686</td>\n",
" <td> 0.118007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_base_30</th>\n",
" <td> 0.569934</td>\n",
" <td> 0.512851</td>\n",
" <td>-0.482819</td>\n",
" <td> 0.914544</td>\n",
" <td> 0.916811</td>\n",
" <td> 0.924299</td>\n",
" <td> 0.917473</td>\n",
" <td>-0.026824</td>\n",
" <td>-0.026180</td>\n",
" <td>-0.005143</td>\n",
" <td>-0.033156</td>\n",
" <td>-0.020951</td>\n",
" <td> 0.074104</td>\n",
" <td> 0.129173</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.985147</td>\n",
" <td> 0.097832</td>\n",
" <td> 0.175604</td>\n",
" <td>-0.027647</td>\n",
" <td>-0.032148</td>\n",
" <td> 0.012719</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_base_60</th>\n",
" <td> 0.570758</td>\n",
" <td> 0.506194</td>\n",
" <td>-0.474718</td>\n",
" <td> 0.895895</td>\n",
" <td> 0.897342</td>\n",
" <td> 0.902397</td>\n",
" <td> 0.907142</td>\n",
" <td>-0.017096</td>\n",
" <td>-0.017421</td>\n",
" <td>-0.020271</td>\n",
" <td>-0.025504</td>\n",
" <td>-0.015285</td>\n",
" <td> 0.061254</td>\n",
" <td> 0.106194</td>\n",
" <td> 0.985147</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.083917</td>\n",
" <td> 0.105646</td>\n",
" <td>-0.018076</td>\n",
" <td>-0.023648</td>\n",
" <td>-0.023314</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_base_cor_30</th>\n",
" <td> 0.174134</td>\n",
" <td> 0.201516</td>\n",
" <td>-0.174783</td>\n",
" <td> 0.492018</td>\n",
" <td> 0.478390</td>\n",
" <td> 0.301376</td>\n",
" <td> 0.113642</td>\n",
" <td> 0.161644</td>\n",
" <td> 0.513415</td>\n",
" <td> 0.688076</td>\n",
" <td> 0.106286</td>\n",
" <td> 0.311854</td>\n",
" <td> 0.546711</td>\n",
" <td> 0.454614</td>\n",
" <td> 0.097832</td>\n",
" <td> 0.083917</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.941876</td>\n",
" <td> 0.385084</td>\n",
" <td> 0.789953</td>\n",
" <td> 0.804532</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_base_cor_60</th>\n",
" <td> 0.190128</td>\n",
" <td> 0.225914</td>\n",
" <td>-0.202585</td>\n",
" <td> 0.536428</td>\n",
" <td> 0.525721</td>\n",
" <td> 0.369744</td>\n",
" <td> 0.176577</td>\n",
" <td> 0.127006</td>\n",
" <td> 0.448902</td>\n",
" <td> 0.654401</td>\n",
" <td> 0.080220</td>\n",
" <td> 0.271717</td>\n",
" <td> 0.526097</td>\n",
" <td> 0.464770</td>\n",
" <td> 0.175604</td>\n",
" <td> 0.105646</td>\n",
" <td> 0.941876</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.330528</td>\n",
" <td> 0.700621</td>\n",
" <td> 0.801099</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_ms_6</th>\n",
" <td> 0.081254</td>\n",
" <td>-0.002316</td>\n",
" <td> 0.002551</td>\n",
" <td> 0.132363</td>\n",
" <td> 0.062273</td>\n",
" <td>-0.197598</td>\n",
" <td>-0.016691</td>\n",
" <td> 0.830987</td>\n",
" <td> 0.888337</td>\n",
" <td> 0.270979</td>\n",
" <td> 0.531845</td>\n",
" <td> 0.554860</td>\n",
" <td> 0.147122</td>\n",
" <td>-0.138975</td>\n",
" <td>-0.027647</td>\n",
" <td>-0.018076</td>\n",
" <td> 0.385084</td>\n",
" <td> 0.330528</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.551381</td>\n",
" <td> 0.434013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_ms_30</th>\n",
" <td> 0.101914</td>\n",
" <td>-0.003602</td>\n",
" <td> 0.004953</td>\n",
" <td> 0.292944</td>\n",
" <td> 0.268983</td>\n",
" <td> 0.033495</td>\n",
" <td>-0.121853</td>\n",
" <td> 0.284153</td>\n",
" <td> 0.698680</td>\n",
" <td> 0.754258</td>\n",
" <td> 0.211653</td>\n",
" <td> 0.462922</td>\n",
" <td> 0.378326</td>\n",
" <td>-0.045686</td>\n",
" <td>-0.032148</td>\n",
" <td>-0.023648</td>\n",
" <td> 0.789953</td>\n",
" <td> 0.700621</td>\n",
" <td> 0.551381</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.893439</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_mics_2_ms_60</th>\n",
" <td> 0.094451</td>\n",
" <td>-0.003049</td>\n",
" <td> 0.003189</td>\n",
" <td> 0.338117</td>\n",
" <td> 0.321912</td>\n",
" <td> 0.125376</td>\n",
" <td>-0.118250</td>\n",
" <td> 0.192196</td>\n",
" <td> 0.572910</td>\n",
" <td> 0.829852</td>\n",
" <td> 0.140420</td>\n",
" <td> 0.372402</td>\n",
" <td> 0.419720</td>\n",
" <td> 0.118007</td>\n",
" <td> 0.012719</td>\n",
" <td>-0.023314</td>\n",
" <td> 0.804532</td>\n",
" <td> 0.801099</td>\n",
" <td> 0.434013</td>\n",
" <td> 0.893439</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh co_mics_2 co_mics_2_t_min_1 \\\n",
"bc_ona 1.000000 0.005463 -0.047146 0.569209 0.564073 \n",
"temp 0.005463 1.000000 -0.866288 0.530498 0.530731 \n",
"rh -0.047146 -0.866288 1.000000 -0.493375 -0.493501 \n",
"co_mics_2 0.569209 0.530498 -0.493375 1.000000 0.996443 \n",
"co_mics_2_t_min_1 0.564073 0.530731 -0.493501 0.996443 1.000000 \n",
"co_mics_2_t_min_6 0.537431 0.531253 -0.494589 0.931018 0.944518 \n",
"co_mics_2_t_min_30 0.528776 0.532392 -0.495531 0.848776 0.849763 \n",
"co_mics_2_diff_1 0.060931 -0.002731 0.001462 0.042245 -0.042102 \n",
"co_mics_2_diff_6 0.085620 -0.001974 0.003214 0.185817 0.139896 \n",
"co_mics_2_diff_30 0.073873 -0.003269 0.003777 0.275160 0.266901 \n",
"co_mics_2_trend_1 0.061405 -0.016793 0.008106 0.014191 -0.035088 \n",
"co_mics_2_trend_6 0.082613 -0.011920 0.006123 0.108465 0.078244 \n",
"co_mics_2_moving_var_6 0.074655 0.132412 -0.099225 0.287033 0.279624 \n",
"co_mics_2_moving_var_30 0.070817 0.228338 -0.169262 0.297753 0.310963 \n",
"co_mics_2_base_30 0.569934 0.512851 -0.482819 0.914544 0.916811 \n",
"co_mics_2_base_60 0.570758 0.506194 -0.474718 0.895895 0.897342 \n",
"co_mics_2_base_cor_30 0.174134 0.201516 -0.174783 0.492018 0.478390 \n",
"co_mics_2_base_cor_60 0.190128 0.225914 -0.202585 0.536428 0.525721 \n",
"co_mics_2_ms_6 0.081254 -0.002316 0.002551 0.132363 0.062273 \n",
"co_mics_2_ms_30 0.101914 -0.003602 0.004953 0.292944 0.268983 \n",
"co_mics_2_ms_60 0.094451 -0.003049 0.003189 0.338117 0.321912 \n",
"\n",
" co_mics_2_t_min_6 co_mics_2_t_min_30 co_mics_2_diff_1 \\\n",
"bc_ona 0.537431 0.528776 0.060931 \n",
"temp 0.531253 0.532392 -0.002731 \n",
"rh -0.494589 -0.495531 0.001462 \n",
"co_mics_2 0.931018 0.848776 0.042245 \n",
"co_mics_2_t_min_1 0.944518 0.849763 -0.042102 \n",
"co_mics_2_t_min_6 1.000000 0.856898 -0.159992 \n",
"co_mics_2_t_min_30 0.856898 1.000000 -0.011637 \n",
"co_mics_2_diff_1 -0.159992 -0.011637 1.000000 \n",
"co_mics_2_diff_6 -0.185617 -0.021788 0.544462 \n",
"co_mics_2_diff_30 0.135010 -0.274792 0.097957 \n",
"co_mics_2_trend_1 -0.128703 -0.024907 0.584236 \n",
"co_mics_2_trend_6 -0.122184 -0.028329 0.358294 \n",
"co_mics_2_moving_var_6 0.224638 0.099598 0.087866 \n",
"co_mics_2_moving_var_30 0.337461 0.251183 -0.156595 \n",
"co_mics_2_base_30 0.924299 0.917473 -0.026824 \n",
"co_mics_2_base_60 0.902397 0.907142 -0.017096 \n",
"co_mics_2_base_cor_30 0.301376 0.113642 0.161644 \n",
"co_mics_2_base_cor_60 0.369744 0.176577 0.127006 \n",
"co_mics_2_ms_6 -0.197598 -0.016691 0.830987 \n",
"co_mics_2_ms_30 0.033495 -0.121853 0.284153 \n",
"co_mics_2_ms_60 0.125376 -0.118250 0.192196 \n",
"\n",
" co_mics_2_diff_6 co_mics_2_diff_30 co_mics_2_trend_1 \\\n",
"bc_ona 0.085620 0.073873 0.061405 \n",
"temp -0.001974 -0.003269 -0.016793 \n",
"rh 0.003214 0.003777 0.008106 \n",
"co_mics_2 0.185817 0.275160 0.014191 \n",
"co_mics_2_t_min_1 0.139896 0.266901 -0.035088 \n",
"co_mics_2_t_min_6 -0.185617 0.135010 -0.128703 \n",
"co_mics_2_t_min_30 -0.021788 -0.274792 -0.024907 \n",
"co_mics_2_diff_1 0.544462 0.097957 0.584236 \n",
"co_mics_2_diff_6 1.000000 0.377427 0.384693 \n",
"co_mics_2_diff_30 0.377427 1.000000 0.071098 \n",
"co_mics_2_trend_1 0.384693 0.071098 1.000000 \n",
"co_mics_2_trend_6 0.620968 0.248675 0.490948 \n",
"co_mics_2_moving_var_6 0.168013 0.340849 -0.001634 \n",
"co_mics_2_moving_var_30 -0.106866 0.084766 -0.091124 \n",
"co_mics_2_base_30 -0.026180 -0.005143 -0.033156 \n",
"co_mics_2_base_60 -0.017421 -0.020271 -0.025504 \n",
"co_mics_2_base_cor_30 0.513415 0.688076 0.106286 \n",
"co_mics_2_base_cor_60 0.448902 0.654401 0.080220 \n",
"co_mics_2_ms_6 0.888337 0.270979 0.531845 \n",
"co_mics_2_ms_30 0.698680 0.754258 0.211653 \n",
"co_mics_2_ms_60 0.572910 0.829852 0.140420 \n",
"\n",
" co_mics_2_trend_6 co_mics_2_moving_var_6 \\\n",
"bc_ona 0.082613 0.074655 \n",
"temp -0.011920 0.132412 \n",
"rh 0.006123 -0.099225 \n",
"co_mics_2 0.108465 0.287033 \n",
"co_mics_2_t_min_1 0.078244 0.279624 \n",
"co_mics_2_t_min_6 -0.122184 0.224638 \n",
"co_mics_2_t_min_30 -0.028329 0.099598 \n",
"co_mics_2_diff_1 0.358294 0.087866 \n",
"co_mics_2_diff_6 0.620968 0.168013 \n",
"co_mics_2_diff_30 0.248675 0.340849 \n",
"co_mics_2_trend_1 0.490948 -0.001634 \n",
"co_mics_2_trend_6 1.000000 0.021831 \n",
"co_mics_2_moving_var_6 0.021831 1.000000 \n",
"co_mics_2_moving_var_30 -0.084123 0.424756 \n",
"co_mics_2_base_30 -0.020951 0.074104 \n",
"co_mics_2_base_60 -0.015285 0.061254 \n",
"co_mics_2_base_cor_30 0.311854 0.546711 \n",
"co_mics_2_base_cor_60 0.271717 0.526097 \n",
"co_mics_2_ms_6 0.554860 0.147122 \n",
"co_mics_2_ms_30 0.462922 0.378326 \n",
"co_mics_2_ms_60 0.372402 0.419720 \n",
"\n",
" co_mics_2_moving_var_30 co_mics_2_base_30 \\\n",
"bc_ona 0.070817 0.569934 \n",
"temp 0.228338 0.512851 \n",
"rh -0.169262 -0.482819 \n",
"co_mics_2 0.297753 0.914544 \n",
"co_mics_2_t_min_1 0.310963 0.916811 \n",
"co_mics_2_t_min_6 0.337461 0.924299 \n",
"co_mics_2_t_min_30 0.251183 0.917473 \n",
"co_mics_2_diff_1 -0.156595 -0.026824 \n",
"co_mics_2_diff_6 -0.106866 -0.026180 \n",
"co_mics_2_diff_30 0.084766 -0.005143 \n",
"co_mics_2_trend_1 -0.091124 -0.033156 \n",
"co_mics_2_trend_6 -0.084123 -0.020951 \n",
"co_mics_2_moving_var_6 0.424756 0.074104 \n",
"co_mics_2_moving_var_30 1.000000 0.129173 \n",
"co_mics_2_base_30 0.129173 1.000000 \n",
"co_mics_2_base_60 0.106194 0.985147 \n",
"co_mics_2_base_cor_30 0.454614 0.097832 \n",
"co_mics_2_base_cor_60 0.464770 0.175604 \n",
"co_mics_2_ms_6 -0.138975 -0.027647 \n",
"co_mics_2_ms_30 -0.045686 -0.032148 \n",
"co_mics_2_ms_60 0.118007 0.012719 \n",
"\n",
" co_mics_2_base_60 co_mics_2_base_cor_30 \\\n",
"bc_ona 0.570758 0.174134 \n",
"temp 0.506194 0.201516 \n",
"rh -0.474718 -0.174783 \n",
"co_mics_2 0.895895 0.492018 \n",
"co_mics_2_t_min_1 0.897342 0.478390 \n",
"co_mics_2_t_min_6 0.902397 0.301376 \n",
"co_mics_2_t_min_30 0.907142 0.113642 \n",
"co_mics_2_diff_1 -0.017096 0.161644 \n",
"co_mics_2_diff_6 -0.017421 0.513415 \n",
"co_mics_2_diff_30 -0.020271 0.688076 \n",
"co_mics_2_trend_1 -0.025504 0.106286 \n",
"co_mics_2_trend_6 -0.015285 0.311854 \n",
"co_mics_2_moving_var_6 0.061254 0.546711 \n",
"co_mics_2_moving_var_30 0.106194 0.454614 \n",
"co_mics_2_base_30 0.985147 0.097832 \n",
"co_mics_2_base_60 1.000000 0.083917 \n",
"co_mics_2_base_cor_30 0.083917 1.000000 \n",
"co_mics_2_base_cor_60 0.105646 0.941876 \n",
"co_mics_2_ms_6 -0.018076 0.385084 \n",
"co_mics_2_ms_30 -0.023648 0.789953 \n",
"co_mics_2_ms_60 -0.023314 0.804532 \n",
"\n",
" co_mics_2_base_cor_60 co_mics_2_ms_6 co_mics_2_ms_30 \\\n",
"bc_ona 0.190128 0.081254 0.101914 \n",
"temp 0.225914 -0.002316 -0.003602 \n",
"rh -0.202585 0.002551 0.004953 \n",
"co_mics_2 0.536428 0.132363 0.292944 \n",
"co_mics_2_t_min_1 0.525721 0.062273 0.268983 \n",
"co_mics_2_t_min_6 0.369744 -0.197598 0.033495 \n",
"co_mics_2_t_min_30 0.176577 -0.016691 -0.121853 \n",
"co_mics_2_diff_1 0.127006 0.830987 0.284153 \n",
"co_mics_2_diff_6 0.448902 0.888337 0.698680 \n",
"co_mics_2_diff_30 0.654401 0.270979 0.754258 \n",
"co_mics_2_trend_1 0.080220 0.531845 0.211653 \n",
"co_mics_2_trend_6 0.271717 0.554860 0.462922 \n",
"co_mics_2_moving_var_6 0.526097 0.147122 0.378326 \n",
"co_mics_2_moving_var_30 0.464770 -0.138975 -0.045686 \n",
"co_mics_2_base_30 0.175604 -0.027647 -0.032148 \n",
"co_mics_2_base_60 0.105646 -0.018076 -0.023648 \n",
"co_mics_2_base_cor_30 0.941876 0.385084 0.789953 \n",
"co_mics_2_base_cor_60 1.000000 0.330528 0.700621 \n",
"co_mics_2_ms_6 0.330528 1.000000 0.551381 \n",
"co_mics_2_ms_30 0.700621 0.551381 1.000000 \n",
"co_mics_2_ms_60 0.801099 0.434013 0.893439 \n",
"\n",
" co_mics_2_ms_60 \n",
"bc_ona 0.094451 \n",
"temp -0.003049 \n",
"rh 0.003189 \n",
"co_mics_2 0.338117 \n",
"co_mics_2_t_min_1 0.321912 \n",
"co_mics_2_t_min_6 0.125376 \n",
"co_mics_2_t_min_30 -0.118250 \n",
"co_mics_2_diff_1 0.192196 \n",
"co_mics_2_diff_6 0.572910 \n",
"co_mics_2_diff_30 0.829852 \n",
"co_mics_2_trend_1 0.140420 \n",
"co_mics_2_trend_6 0.372402 \n",
"co_mics_2_moving_var_6 0.419720 \n",
"co_mics_2_moving_var_30 0.118007 \n",
"co_mics_2_base_30 0.012719 \n",
"co_mics_2_base_60 -0.023314 \n",
"co_mics_2_base_cor_30 0.804532 \n",
"co_mics_2_base_cor_60 0.801099 \n",
"co_mics_2_ms_6 0.434013 \n",
"co_mics_2_ms_30 0.893439 \n",
"co_mics_2_ms_60 1.000000 "
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>co_figaro</th>\n",
" <th>co_figaro_t_min_1</th>\n",
" <th>co_figaro_t_min_6</th>\n",
" <th>co_figaro_t_min_30</th>\n",
" <th>co_figaro_diff_1</th>\n",
" <th>co_figaro_diff_6</th>\n",
" <th>co_figaro_diff_30</th>\n",
" <th>co_figaro_trend_1</th>\n",
" <th>co_figaro_trend_6</th>\n",
" <th>co_figaro_moving_var_6</th>\n",
" <th>co_figaro_moving_var_30</th>\n",
" <th>co_figaro_base_30</th>\n",
" <th>co_figaro_base_60</th>\n",
" <th>co_figaro_base_cor_30</th>\n",
" <th>co_figaro_base_cor_60</th>\n",
" <th>co_figaro_ms_6</th>\n",
" <th>co_figaro_ms_30</th>\n",
" <th>co_figaro_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td> 0.460764</td>\n",
" <td> 0.457141</td>\n",
" <td> 0.442510</td>\n",
" <td> 0.434814</td>\n",
" <td> 0.078561</td>\n",
" <td> 0.082380</td>\n",
" <td> 0.068856</td>\n",
" <td> 0.066347</td>\n",
" <td> 0.073755</td>\n",
" <td> 0.065737</td>\n",
" <td> 0.048777</td>\n",
" <td> 0.447506</td>\n",
" <td> 0.442967</td>\n",
" <td> 0.139990</td>\n",
" <td> 0.157587</td>\n",
" <td> 0.084820</td>\n",
" <td> 0.092694</td>\n",
" <td> 0.089517</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td> 0.318557</td>\n",
" <td> 0.318525</td>\n",
" <td> 0.318260</td>\n",
" <td> 0.316017</td>\n",
" <td> 0.000603</td>\n",
" <td> 0.001229</td>\n",
" <td> 0.006630</td>\n",
" <td>-0.028693</td>\n",
" <td>-0.022424</td>\n",
" <td> 0.119847</td>\n",
" <td> 0.201908</td>\n",
" <td> 0.280946</td>\n",
" <td> 0.268080</td>\n",
" <td> 0.194291</td>\n",
" <td> 0.223177</td>\n",
" <td> 0.000994</td>\n",
" <td> 0.003792</td>\n",
" <td> 0.010424</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.107308</td>\n",
" <td>-0.107358</td>\n",
" <td>-0.107863</td>\n",
" <td>-0.107398</td>\n",
" <td> 0.001145</td>\n",
" <td> 0.002583</td>\n",
" <td> 0.000156</td>\n",
" <td> 0.020484</td>\n",
" <td> 0.015165</td>\n",
" <td>-0.076614</td>\n",
" <td>-0.125375</td>\n",
" <td>-0.073592</td>\n",
" <td>-0.061725</td>\n",
" <td>-0.137457</td>\n",
" <td>-0.160574</td>\n",
" <td> 0.002105</td>\n",
" <td> 0.002516</td>\n",
" <td>-0.001278</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro</th>\n",
" <td> 0.460764</td>\n",
" <td> 0.318557</td>\n",
" <td>-0.107308</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.998938</td>\n",
" <td> 0.975513</td>\n",
" <td> 0.930471</td>\n",
" <td> 0.022848</td>\n",
" <td> 0.110369</td>\n",
" <td> 0.185763</td>\n",
" <td>-0.009385</td>\n",
" <td> 0.045815</td>\n",
" <td> 0.219046</td>\n",
" <td> 0.250368</td>\n",
" <td> 0.961257</td>\n",
" <td> 0.950490</td>\n",
" <td> 0.339024</td>\n",
" <td> 0.375519</td>\n",
" <td> 0.075828</td>\n",
" <td> 0.188539</td>\n",
" <td> 0.224286</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_t_min_1</th>\n",
" <td> 0.457141</td>\n",
" <td> 0.318525</td>\n",
" <td>-0.107358</td>\n",
" <td> 0.998938</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.980871</td>\n",
" <td> 0.931041</td>\n",
" <td>-0.023244</td>\n",
" <td> 0.081356</td>\n",
" <td> 0.181385</td>\n",
" <td>-0.036533</td>\n",
" <td> 0.027151</td>\n",
" <td> 0.209429</td>\n",
" <td> 0.258188</td>\n",
" <td> 0.962338</td>\n",
" <td> 0.951231</td>\n",
" <td> 0.331490</td>\n",
" <td> 0.369898</td>\n",
" <td> 0.035571</td>\n",
" <td> 0.174333</td>\n",
" <td> 0.215210</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_t_min_6</th>\n",
" <td> 0.442510</td>\n",
" <td> 0.318260</td>\n",
" <td>-0.107863</td>\n",
" <td> 0.975513</td>\n",
" <td> 0.980871</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.935150</td>\n",
" <td>-0.116478</td>\n",
" <td>-0.110932</td>\n",
" <td> 0.107539</td>\n",
" <td>-0.104844</td>\n",
" <td>-0.089699</td>\n",
" <td> 0.148700</td>\n",
" <td> 0.272372</td>\n",
" <td> 0.966501</td>\n",
" <td> 0.954075</td>\n",
" <td> 0.232473</td>\n",
" <td> 0.286199</td>\n",
" <td>-0.125839</td>\n",
" <td> 0.036719</td>\n",
" <td> 0.105608</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_t_min_30</th>\n",
" <td> 0.434814</td>\n",
" <td> 0.316017</td>\n",
" <td>-0.107398</td>\n",
" <td> 0.930471</td>\n",
" <td> 0.931041</td>\n",
" <td> 0.935150</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.012691</td>\n",
" <td>-0.021552</td>\n",
" <td>-0.187142</td>\n",
" <td>-0.038948</td>\n",
" <td>-0.045079</td>\n",
" <td> 0.083933</td>\n",
" <td> 0.188541</td>\n",
" <td> 0.966384</td>\n",
" <td> 0.958894</td>\n",
" <td> 0.069847</td>\n",
" <td> 0.127236</td>\n",
" <td>-0.017092</td>\n",
" <td>-0.098543</td>\n",
" <td>-0.092559</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_diff_1</th>\n",
" <td> 0.078561</td>\n",
" <td> 0.000603</td>\n",
" <td> 0.001145</td>\n",
" <td> 0.022848</td>\n",
" <td>-0.023244</td>\n",
" <td>-0.116478</td>\n",
" <td>-0.012691</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.629395</td>\n",
" <td> 0.094909</td>\n",
" <td> 0.588976</td>\n",
" <td> 0.404922</td>\n",
" <td> 0.208597</td>\n",
" <td>-0.169707</td>\n",
" <td>-0.023779</td>\n",
" <td>-0.016413</td>\n",
" <td> 0.163304</td>\n",
" <td> 0.121808</td>\n",
" <td> 0.873357</td>\n",
" <td> 0.308096</td>\n",
" <td> 0.196811</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_diff_6</th>\n",
" <td> 0.082380</td>\n",
" <td> 0.001229</td>\n",
" <td> 0.002583</td>\n",
" <td> 0.110369</td>\n",
" <td> 0.081356</td>\n",
" <td>-0.110932</td>\n",
" <td>-0.021552</td>\n",
" <td> 0.629395</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.353363</td>\n",
" <td> 0.430880</td>\n",
" <td> 0.612365</td>\n",
" <td> 0.317818</td>\n",
" <td>-0.099551</td>\n",
" <td>-0.024105</td>\n",
" <td>-0.016607</td>\n",
" <td> 0.481296</td>\n",
" <td> 0.403426</td>\n",
" <td> 0.911258</td>\n",
" <td> 0.685909</td>\n",
" <td> 0.536144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_diff_30</th>\n",
" <td> 0.068856</td>\n",
" <td> 0.006630</td>\n",
" <td> 0.000156</td>\n",
" <td> 0.185763</td>\n",
" <td> 0.181385</td>\n",
" <td> 0.107539</td>\n",
" <td>-0.187142</td>\n",
" <td> 0.094909</td>\n",
" <td> 0.353363</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.078450</td>\n",
" <td> 0.243063</td>\n",
" <td> 0.362331</td>\n",
" <td> 0.165567</td>\n",
" <td>-0.014439</td>\n",
" <td>-0.023221</td>\n",
" <td> 0.721677</td>\n",
" <td> 0.665608</td>\n",
" <td> 0.248814</td>\n",
" <td> 0.769766</td>\n",
" <td> 0.849575</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_trend_1</th>\n",
" <td> 0.066347</td>\n",
" <td>-0.028693</td>\n",
" <td> 0.020484</td>\n",
" <td>-0.009385</td>\n",
" <td>-0.036533</td>\n",
" <td>-0.104844</td>\n",
" <td>-0.038948</td>\n",
" <td> 0.588976</td>\n",
" <td> 0.430880</td>\n",
" <td> 0.078450</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.584317</td>\n",
" <td> 0.018520</td>\n",
" <td>-0.109185</td>\n",
" <td>-0.034729</td>\n",
" <td>-0.026594</td>\n",
" <td> 0.083303</td>\n",
" <td> 0.048075</td>\n",
" <td> 0.546848</td>\n",
" <td> 0.232033</td>\n",
" <td> 0.144117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_trend_6</th>\n",
" <td> 0.073755</td>\n",
" <td>-0.022424</td>\n",
" <td> 0.015165</td>\n",
" <td> 0.045815</td>\n",
" <td> 0.027151</td>\n",
" <td>-0.089699</td>\n",
" <td>-0.045079</td>\n",
" <td> 0.404922</td>\n",
" <td> 0.612365</td>\n",
" <td> 0.243063</td>\n",
" <td> 0.584317</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.044156</td>\n",
" <td>-0.091602</td>\n",
" <td>-0.031345</td>\n",
" <td>-0.024929</td>\n",
" <td> 0.272005</td>\n",
" <td> 0.220713</td>\n",
" <td> 0.558984</td>\n",
" <td> 0.458404</td>\n",
" <td> 0.353321</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_moving_var_6</th>\n",
" <td> 0.065737</td>\n",
" <td> 0.119847</td>\n",
" <td>-0.076614</td>\n",
" <td> 0.219046</td>\n",
" <td> 0.209429</td>\n",
" <td> 0.148700</td>\n",
" <td> 0.083933</td>\n",
" <td> 0.208597</td>\n",
" <td> 0.317818</td>\n",
" <td> 0.362331</td>\n",
" <td> 0.018520</td>\n",
" <td> 0.044156</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.410999</td>\n",
" <td> 0.066428</td>\n",
" <td> 0.056706</td>\n",
" <td> 0.566327</td>\n",
" <td> 0.534224</td>\n",
" <td> 0.302706</td>\n",
" <td> 0.437149</td>\n",
" <td> 0.451203</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_moving_var_30</th>\n",
" <td> 0.048777</td>\n",
" <td> 0.201908</td>\n",
" <td>-0.125375</td>\n",
" <td> 0.250368</td>\n",
" <td> 0.258188</td>\n",
" <td> 0.272372</td>\n",
" <td> 0.188541</td>\n",
" <td>-0.169707</td>\n",
" <td>-0.099551</td>\n",
" <td> 0.165567</td>\n",
" <td>-0.109185</td>\n",
" <td>-0.091602</td>\n",
" <td> 0.410999</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.114640</td>\n",
" <td> 0.094361</td>\n",
" <td> 0.514896</td>\n",
" <td> 0.522238</td>\n",
" <td>-0.140034</td>\n",
" <td> 0.034689</td>\n",
" <td> 0.201134</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_base_30</th>\n",
" <td> 0.447506</td>\n",
" <td> 0.280946</td>\n",
" <td>-0.073592</td>\n",
" <td> 0.961257</td>\n",
" <td> 0.962338</td>\n",
" <td> 0.966501</td>\n",
" <td> 0.966384</td>\n",
" <td>-0.023779</td>\n",
" <td>-0.024105</td>\n",
" <td>-0.014439</td>\n",
" <td>-0.034729</td>\n",
" <td>-0.031345</td>\n",
" <td> 0.066428</td>\n",
" <td> 0.114640</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.992110</td>\n",
" <td> 0.066562</td>\n",
" <td> 0.127014</td>\n",
" <td>-0.024420</td>\n",
" <td>-0.032193</td>\n",
" <td> 0.000114</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_base_60</th>\n",
" <td> 0.442967</td>\n",
" <td> 0.268080</td>\n",
" <td>-0.061725</td>\n",
" <td> 0.950490</td>\n",
" <td> 0.951231</td>\n",
" <td> 0.954075</td>\n",
" <td> 0.958894</td>\n",
" <td>-0.016413</td>\n",
" <td>-0.016607</td>\n",
" <td>-0.023221</td>\n",
" <td>-0.026594</td>\n",
" <td>-0.024929</td>\n",
" <td> 0.056706</td>\n",
" <td> 0.094361</td>\n",
" <td> 0.992110</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.054517</td>\n",
" <td> 0.068916</td>\n",
" <td>-0.016943</td>\n",
" <td>-0.023648</td>\n",
" <td>-0.027228</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_base_cor_30</th>\n",
" <td> 0.139990</td>\n",
" <td> 0.194291</td>\n",
" <td>-0.137457</td>\n",
" <td> 0.339024</td>\n",
" <td> 0.331490</td>\n",
" <td> 0.232473</td>\n",
" <td> 0.069847</td>\n",
" <td> 0.163304</td>\n",
" <td> 0.481296</td>\n",
" <td> 0.721677</td>\n",
" <td> 0.083303</td>\n",
" <td> 0.272005</td>\n",
" <td> 0.566327</td>\n",
" <td> 0.514896</td>\n",
" <td> 0.066562</td>\n",
" <td> 0.054517</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.925783</td>\n",
" <td> 0.357347</td>\n",
" <td> 0.792329</td>\n",
" <td> 0.811462</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_base_cor_60</th>\n",
" <td> 0.157587</td>\n",
" <td> 0.223177</td>\n",
" <td>-0.160574</td>\n",
" <td> 0.375519</td>\n",
" <td> 0.369898</td>\n",
" <td> 0.286199</td>\n",
" <td> 0.127236</td>\n",
" <td> 0.121808</td>\n",
" <td> 0.403426</td>\n",
" <td> 0.665608</td>\n",
" <td> 0.048075</td>\n",
" <td> 0.220713</td>\n",
" <td> 0.534224</td>\n",
" <td> 0.522238</td>\n",
" <td> 0.127014</td>\n",
" <td> 0.068916</td>\n",
" <td> 0.925783</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.293545</td>\n",
" <td> 0.675800</td>\n",
" <td> 0.801238</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_ms_6</th>\n",
" <td> 0.084820</td>\n",
" <td> 0.000994</td>\n",
" <td> 0.002105</td>\n",
" <td> 0.075828</td>\n",
" <td> 0.035571</td>\n",
" <td>-0.125839</td>\n",
" <td>-0.017092</td>\n",
" <td> 0.873357</td>\n",
" <td> 0.911258</td>\n",
" <td> 0.248814</td>\n",
" <td> 0.546848</td>\n",
" <td> 0.558984</td>\n",
" <td> 0.302706</td>\n",
" <td>-0.140034</td>\n",
" <td>-0.024420</td>\n",
" <td>-0.016943</td>\n",
" <td> 0.357347</td>\n",
" <td> 0.293545</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.542385</td>\n",
" <td> 0.404313</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_ms_30</th>\n",
" <td> 0.092694</td>\n",
" <td> 0.003792</td>\n",
" <td> 0.002516</td>\n",
" <td> 0.188539</td>\n",
" <td> 0.174333</td>\n",
" <td> 0.036719</td>\n",
" <td>-0.098543</td>\n",
" <td> 0.308096</td>\n",
" <td> 0.685909</td>\n",
" <td> 0.769766</td>\n",
" <td> 0.232033</td>\n",
" <td> 0.458404</td>\n",
" <td> 0.437149</td>\n",
" <td> 0.034689</td>\n",
" <td>-0.032193</td>\n",
" <td>-0.023648</td>\n",
" <td> 0.792329</td>\n",
" <td> 0.675800</td>\n",
" <td> 0.542385</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.880455</td>\n",
" </tr>\n",
" <tr>\n",
" <th>co_figaro_ms_60</th>\n",
" <td> 0.089517</td>\n",
" <td> 0.010424</td>\n",
" <td>-0.001278</td>\n",
" <td> 0.224286</td>\n",
" <td> 0.215210</td>\n",
" <td> 0.105608</td>\n",
" <td>-0.092559</td>\n",
" <td> 0.196811</td>\n",
" <td> 0.536144</td>\n",
" <td> 0.849575</td>\n",
" <td> 0.144117</td>\n",
" <td> 0.353321</td>\n",
" <td> 0.451203</td>\n",
" <td> 0.201134</td>\n",
" <td> 0.000114</td>\n",
" <td>-0.027228</td>\n",
" <td> 0.811462</td>\n",
" <td> 0.801238</td>\n",
" <td> 0.404313</td>\n",
" <td> 0.880455</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh co_figaro co_figaro_t_min_1 \\\n",
"bc_ona 1.000000 0.005463 -0.047146 0.460764 0.457141 \n",
"temp 0.005463 1.000000 -0.866288 0.318557 0.318525 \n",
"rh -0.047146 -0.866288 1.000000 -0.107308 -0.107358 \n",
"co_figaro 0.460764 0.318557 -0.107308 1.000000 0.998938 \n",
"co_figaro_t_min_1 0.457141 0.318525 -0.107358 0.998938 1.000000 \n",
"co_figaro_t_min_6 0.442510 0.318260 -0.107863 0.975513 0.980871 \n",
"co_figaro_t_min_30 0.434814 0.316017 -0.107398 0.930471 0.931041 \n",
"co_figaro_diff_1 0.078561 0.000603 0.001145 0.022848 -0.023244 \n",
"co_figaro_diff_6 0.082380 0.001229 0.002583 0.110369 0.081356 \n",
"co_figaro_diff_30 0.068856 0.006630 0.000156 0.185763 0.181385 \n",
"co_figaro_trend_1 0.066347 -0.028693 0.020484 -0.009385 -0.036533 \n",
"co_figaro_trend_6 0.073755 -0.022424 0.015165 0.045815 0.027151 \n",
"co_figaro_moving_var_6 0.065737 0.119847 -0.076614 0.219046 0.209429 \n",
"co_figaro_moving_var_30 0.048777 0.201908 -0.125375 0.250368 0.258188 \n",
"co_figaro_base_30 0.447506 0.280946 -0.073592 0.961257 0.962338 \n",
"co_figaro_base_60 0.442967 0.268080 -0.061725 0.950490 0.951231 \n",
"co_figaro_base_cor_30 0.139990 0.194291 -0.137457 0.339024 0.331490 \n",
"co_figaro_base_cor_60 0.157587 0.223177 -0.160574 0.375519 0.369898 \n",
"co_figaro_ms_6 0.084820 0.000994 0.002105 0.075828 0.035571 \n",
"co_figaro_ms_30 0.092694 0.003792 0.002516 0.188539 0.174333 \n",
"co_figaro_ms_60 0.089517 0.010424 -0.001278 0.224286 0.215210 \n",
"\n",
" co_figaro_t_min_6 co_figaro_t_min_30 co_figaro_diff_1 \\\n",
"bc_ona 0.442510 0.434814 0.078561 \n",
"temp 0.318260 0.316017 0.000603 \n",
"rh -0.107863 -0.107398 0.001145 \n",
"co_figaro 0.975513 0.930471 0.022848 \n",
"co_figaro_t_min_1 0.980871 0.931041 -0.023244 \n",
"co_figaro_t_min_6 1.000000 0.935150 -0.116478 \n",
"co_figaro_t_min_30 0.935150 1.000000 -0.012691 \n",
"co_figaro_diff_1 -0.116478 -0.012691 1.000000 \n",
"co_figaro_diff_6 -0.110932 -0.021552 0.629395 \n",
"co_figaro_diff_30 0.107539 -0.187142 0.094909 \n",
"co_figaro_trend_1 -0.104844 -0.038948 0.588976 \n",
"co_figaro_trend_6 -0.089699 -0.045079 0.404922 \n",
"co_figaro_moving_var_6 0.148700 0.083933 0.208597 \n",
"co_figaro_moving_var_30 0.272372 0.188541 -0.169707 \n",
"co_figaro_base_30 0.966501 0.966384 -0.023779 \n",
"co_figaro_base_60 0.954075 0.958894 -0.016413 \n",
"co_figaro_base_cor_30 0.232473 0.069847 0.163304 \n",
"co_figaro_base_cor_60 0.286199 0.127236 0.121808 \n",
"co_figaro_ms_6 -0.125839 -0.017092 0.873357 \n",
"co_figaro_ms_30 0.036719 -0.098543 0.308096 \n",
"co_figaro_ms_60 0.105608 -0.092559 0.196811 \n",
"\n",
" co_figaro_diff_6 co_figaro_diff_30 co_figaro_trend_1 \\\n",
"bc_ona 0.082380 0.068856 0.066347 \n",
"temp 0.001229 0.006630 -0.028693 \n",
"rh 0.002583 0.000156 0.020484 \n",
"co_figaro 0.110369 0.185763 -0.009385 \n",
"co_figaro_t_min_1 0.081356 0.181385 -0.036533 \n",
"co_figaro_t_min_6 -0.110932 0.107539 -0.104844 \n",
"co_figaro_t_min_30 -0.021552 -0.187142 -0.038948 \n",
"co_figaro_diff_1 0.629395 0.094909 0.588976 \n",
"co_figaro_diff_6 1.000000 0.353363 0.430880 \n",
"co_figaro_diff_30 0.353363 1.000000 0.078450 \n",
"co_figaro_trend_1 0.430880 0.078450 1.000000 \n",
"co_figaro_trend_6 0.612365 0.243063 0.584317 \n",
"co_figaro_moving_var_6 0.317818 0.362331 0.018520 \n",
"co_figaro_moving_var_30 -0.099551 0.165567 -0.109185 \n",
"co_figaro_base_30 -0.024105 -0.014439 -0.034729 \n",
"co_figaro_base_60 -0.016607 -0.023221 -0.026594 \n",
"co_figaro_base_cor_30 0.481296 0.721677 0.083303 \n",
"co_figaro_base_cor_60 0.403426 0.665608 0.048075 \n",
"co_figaro_ms_6 0.911258 0.248814 0.546848 \n",
"co_figaro_ms_30 0.685909 0.769766 0.232033 \n",
"co_figaro_ms_60 0.536144 0.849575 0.144117 \n",
"\n",
" co_figaro_trend_6 co_figaro_moving_var_6 \\\n",
"bc_ona 0.073755 0.065737 \n",
"temp -0.022424 0.119847 \n",
"rh 0.015165 -0.076614 \n",
"co_figaro 0.045815 0.219046 \n",
"co_figaro_t_min_1 0.027151 0.209429 \n",
"co_figaro_t_min_6 -0.089699 0.148700 \n",
"co_figaro_t_min_30 -0.045079 0.083933 \n",
"co_figaro_diff_1 0.404922 0.208597 \n",
"co_figaro_diff_6 0.612365 0.317818 \n",
"co_figaro_diff_30 0.243063 0.362331 \n",
"co_figaro_trend_1 0.584317 0.018520 \n",
"co_figaro_trend_6 1.000000 0.044156 \n",
"co_figaro_moving_var_6 0.044156 1.000000 \n",
"co_figaro_moving_var_30 -0.091602 0.410999 \n",
"co_figaro_base_30 -0.031345 0.066428 \n",
"co_figaro_base_60 -0.024929 0.056706 \n",
"co_figaro_base_cor_30 0.272005 0.566327 \n",
"co_figaro_base_cor_60 0.220713 0.534224 \n",
"co_figaro_ms_6 0.558984 0.302706 \n",
"co_figaro_ms_30 0.458404 0.437149 \n",
"co_figaro_ms_60 0.353321 0.451203 \n",
"\n",
" co_figaro_moving_var_30 co_figaro_base_30 \\\n",
"bc_ona 0.048777 0.447506 \n",
"temp 0.201908 0.280946 \n",
"rh -0.125375 -0.073592 \n",
"co_figaro 0.250368 0.961257 \n",
"co_figaro_t_min_1 0.258188 0.962338 \n",
"co_figaro_t_min_6 0.272372 0.966501 \n",
"co_figaro_t_min_30 0.188541 0.966384 \n",
"co_figaro_diff_1 -0.169707 -0.023779 \n",
"co_figaro_diff_6 -0.099551 -0.024105 \n",
"co_figaro_diff_30 0.165567 -0.014439 \n",
"co_figaro_trend_1 -0.109185 -0.034729 \n",
"co_figaro_trend_6 -0.091602 -0.031345 \n",
"co_figaro_moving_var_6 0.410999 0.066428 \n",
"co_figaro_moving_var_30 1.000000 0.114640 \n",
"co_figaro_base_30 0.114640 1.000000 \n",
"co_figaro_base_60 0.094361 0.992110 \n",
"co_figaro_base_cor_30 0.514896 0.066562 \n",
"co_figaro_base_cor_60 0.522238 0.127014 \n",
"co_figaro_ms_6 -0.140034 -0.024420 \n",
"co_figaro_ms_30 0.034689 -0.032193 \n",
"co_figaro_ms_60 0.201134 0.000114 \n",
"\n",
" co_figaro_base_60 co_figaro_base_cor_30 \\\n",
"bc_ona 0.442967 0.139990 \n",
"temp 0.268080 0.194291 \n",
"rh -0.061725 -0.137457 \n",
"co_figaro 0.950490 0.339024 \n",
"co_figaro_t_min_1 0.951231 0.331490 \n",
"co_figaro_t_min_6 0.954075 0.232473 \n",
"co_figaro_t_min_30 0.958894 0.069847 \n",
"co_figaro_diff_1 -0.016413 0.163304 \n",
"co_figaro_diff_6 -0.016607 0.481296 \n",
"co_figaro_diff_30 -0.023221 0.721677 \n",
"co_figaro_trend_1 -0.026594 0.083303 \n",
"co_figaro_trend_6 -0.024929 0.272005 \n",
"co_figaro_moving_var_6 0.056706 0.566327 \n",
"co_figaro_moving_var_30 0.094361 0.514896 \n",
"co_figaro_base_30 0.992110 0.066562 \n",
"co_figaro_base_60 1.000000 0.054517 \n",
"co_figaro_base_cor_30 0.054517 1.000000 \n",
"co_figaro_base_cor_60 0.068916 0.925783 \n",
"co_figaro_ms_6 -0.016943 0.357347 \n",
"co_figaro_ms_30 -0.023648 0.792329 \n",
"co_figaro_ms_60 -0.027228 0.811462 \n",
"\n",
" co_figaro_base_cor_60 co_figaro_ms_6 co_figaro_ms_30 \\\n",
"bc_ona 0.157587 0.084820 0.092694 \n",
"temp 0.223177 0.000994 0.003792 \n",
"rh -0.160574 0.002105 0.002516 \n",
"co_figaro 0.375519 0.075828 0.188539 \n",
"co_figaro_t_min_1 0.369898 0.035571 0.174333 \n",
"co_figaro_t_min_6 0.286199 -0.125839 0.036719 \n",
"co_figaro_t_min_30 0.127236 -0.017092 -0.098543 \n",
"co_figaro_diff_1 0.121808 0.873357 0.308096 \n",
"co_figaro_diff_6 0.403426 0.911258 0.685909 \n",
"co_figaro_diff_30 0.665608 0.248814 0.769766 \n",
"co_figaro_trend_1 0.048075 0.546848 0.232033 \n",
"co_figaro_trend_6 0.220713 0.558984 0.458404 \n",
"co_figaro_moving_var_6 0.534224 0.302706 0.437149 \n",
"co_figaro_moving_var_30 0.522238 -0.140034 0.034689 \n",
"co_figaro_base_30 0.127014 -0.024420 -0.032193 \n",
"co_figaro_base_60 0.068916 -0.016943 -0.023648 \n",
"co_figaro_base_cor_30 0.925783 0.357347 0.792329 \n",
"co_figaro_base_cor_60 1.000000 0.293545 0.675800 \n",
"co_figaro_ms_6 0.293545 1.000000 0.542385 \n",
"co_figaro_ms_30 0.675800 0.542385 1.000000 \n",
"co_figaro_ms_60 0.801238 0.404313 0.880455 \n",
"\n",
" co_figaro_ms_60 \n",
"bc_ona 0.089517 \n",
"temp 0.010424 \n",
"rh -0.001278 \n",
"co_figaro 0.224286 \n",
"co_figaro_t_min_1 0.215210 \n",
"co_figaro_t_min_6 0.105608 \n",
"co_figaro_t_min_30 -0.092559 \n",
"co_figaro_diff_1 0.196811 \n",
"co_figaro_diff_6 0.536144 \n",
"co_figaro_diff_30 0.849575 \n",
"co_figaro_trend_1 0.144117 \n",
"co_figaro_trend_6 0.353321 \n",
"co_figaro_moving_var_6 0.451203 \n",
"co_figaro_moving_var_30 0.201134 \n",
"co_figaro_base_30 0.000114 \n",
"co_figaro_base_60 -0.027228 \n",
"co_figaro_base_cor_30 0.811462 \n",
"co_figaro_base_cor_60 0.801238 \n",
"co_figaro_ms_6 0.404313 \n",
"co_figaro_ms_30 0.880455 \n",
"co_figaro_ms_60 1.000000 "
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>no2_mics</th>\n",
" <th>no2_mics_t_min_1</th>\n",
" <th>no2_mics_t_min_6</th>\n",
" <th>no2_mics_t_min_30</th>\n",
" <th>no2_mics_diff_1</th>\n",
" <th>no2_mics_diff_6</th>\n",
" <th>no2_mics_diff_30</th>\n",
" <th>no2_mics_trend_1</th>\n",
" <th>no2_mics_trend_6</th>\n",
" <th>no2_mics_moving_var_6</th>\n",
" <th>no2_mics_moving_var_30</th>\n",
" <th>no2_mics_base_30</th>\n",
" <th>no2_mics_base_60</th>\n",
" <th>no2_mics_base_cor_30</th>\n",
" <th>no2_mics_base_cor_60</th>\n",
" <th>no2_mics_ms_6</th>\n",
" <th>no2_mics_ms_30</th>\n",
" <th>no2_mics_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td>-0.006926</td>\n",
" <td>-0.004773</td>\n",
" <td> 0.001468</td>\n",
" <td>-0.013693</td>\n",
" <td>-0.042363</td>\n",
" <td>-0.034039</td>\n",
" <td> 0.015588</td>\n",
" <td>-0.042763</td>\n",
" <td>-0.031573</td>\n",
" <td>-0.059443</td>\n",
" <td>-0.094323</td>\n",
" <td> 0.021383</td>\n",
" <td> 0.023670</td>\n",
" <td>-0.084473</td>\n",
" <td>-0.075099</td>\n",
" <td>-0.040622</td>\n",
" <td>-0.005804</td>\n",
" <td> 0.015030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td>-0.374057</td>\n",
" <td>-0.374111</td>\n",
" <td>-0.373168</td>\n",
" <td>-0.367312</td>\n",
" <td> 0.001012</td>\n",
" <td>-0.003667</td>\n",
" <td>-0.015903</td>\n",
" <td>-0.012096</td>\n",
" <td>-0.012548</td>\n",
" <td> 0.223333</td>\n",
" <td> 0.298950</td>\n",
" <td>-0.462334</td>\n",
" <td>-0.486724</td>\n",
" <td> 0.220724</td>\n",
" <td> 0.229884</td>\n",
" <td>-0.001624</td>\n",
" <td>-0.011343</td>\n",
" <td>-0.023431</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.333693</td>\n",
" <td> 0.333889</td>\n",
" <td> 0.334603</td>\n",
" <td> 0.334206</td>\n",
" <td>-0.003809</td>\n",
" <td>-0.003641</td>\n",
" <td>-0.001179</td>\n",
" <td> 0.011779</td>\n",
" <td> 0.007233</td>\n",
" <td>-0.211874</td>\n",
" <td>-0.285525</td>\n",
" <td> 0.419825</td>\n",
" <td> 0.444035</td>\n",
" <td>-0.218753</td>\n",
" <td>-0.228951</td>\n",
" <td>-0.003895</td>\n",
" <td>-0.003241</td>\n",
" <td> 0.000605</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics</th>\n",
" <td>-0.006926</td>\n",
" <td>-0.374057</td>\n",
" <td> 0.333693</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.998708</td>\n",
" <td> 0.969519</td>\n",
" <td> 0.908811</td>\n",
" <td> 0.025407</td>\n",
" <td> 0.123454</td>\n",
" <td> 0.213521</td>\n",
" <td> 0.023762</td>\n",
" <td> 0.091620</td>\n",
" <td> 0.056583</td>\n",
" <td> 0.035124</td>\n",
" <td> 0.945008</td>\n",
" <td> 0.919508</td>\n",
" <td> 0.266983</td>\n",
" <td> 0.308729</td>\n",
" <td> 0.084449</td>\n",
" <td> 0.214689</td>\n",
" <td> 0.259228</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_t_min_1</th>\n",
" <td>-0.004773</td>\n",
" <td>-0.374111</td>\n",
" <td> 0.333889</td>\n",
" <td> 0.998708</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.976300</td>\n",
" <td> 0.909716</td>\n",
" <td>-0.025428</td>\n",
" <td> 0.090755</td>\n",
" <td> 0.208376</td>\n",
" <td>-0.012665</td>\n",
" <td> 0.067426</td>\n",
" <td> 0.054620</td>\n",
" <td> 0.035044</td>\n",
" <td> 0.947576</td>\n",
" <td> 0.921397</td>\n",
" <td> 0.255475</td>\n",
" <td> 0.300885</td>\n",
" <td> 0.039748</td>\n",
" <td> 0.198746</td>\n",
" <td> 0.248984</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_t_min_6</th>\n",
" <td> 0.001468</td>\n",
" <td>-0.373168</td>\n",
" <td> 0.334603</td>\n",
" <td> 0.969519</td>\n",
" <td> 0.976300</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.915345</td>\n",
" <td>-0.133387</td>\n",
" <td>-0.123452</td>\n",
" <td> 0.126862</td>\n",
" <td>-0.096664</td>\n",
" <td>-0.087826</td>\n",
" <td> 0.042129</td>\n",
" <td> 0.035347</td>\n",
" <td> 0.954865</td>\n",
" <td> 0.927561</td>\n",
" <td> 0.144944</td>\n",
" <td> 0.212029</td>\n",
" <td>-0.141433</td>\n",
" <td> 0.045892</td>\n",
" <td> 0.128759</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_t_min_30</th>\n",
" <td>-0.013693</td>\n",
" <td>-0.367312</td>\n",
" <td> 0.334206</td>\n",
" <td> 0.908811</td>\n",
" <td> 0.909716</td>\n",
" <td> 0.915345</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.017785</td>\n",
" <td>-0.026439</td>\n",
" <td>-0.213537</td>\n",
" <td>-0.012270</td>\n",
" <td>-0.021846</td>\n",
" <td> 0.065439</td>\n",
" <td> 0.049622</td>\n",
" <td> 0.939691</td>\n",
" <td> 0.929142</td>\n",
" <td> 0.004378</td>\n",
" <td> 0.054367</td>\n",
" <td>-0.022012</td>\n",
" <td>-0.115350</td>\n",
" <td>-0.105334</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_diff_1</th>\n",
" <td>-0.042363</td>\n",
" <td> 0.001012</td>\n",
" <td>-0.003809</td>\n",
" <td> 0.025407</td>\n",
" <td>-0.025428</td>\n",
" <td>-0.133387</td>\n",
" <td>-0.017785</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.643240</td>\n",
" <td> 0.101227</td>\n",
" <td> 0.716557</td>\n",
" <td> 0.475923</td>\n",
" <td> 0.038625</td>\n",
" <td> 0.001570</td>\n",
" <td>-0.050482</td>\n",
" <td>-0.037138</td>\n",
" <td> 0.226400</td>\n",
" <td> 0.154334</td>\n",
" <td> 0.879347</td>\n",
" <td> 0.313660</td>\n",
" <td> 0.201561</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_diff_6</th>\n",
" <td>-0.034039</td>\n",
" <td>-0.003667</td>\n",
" <td>-0.003641</td>\n",
" <td> 0.123454</td>\n",
" <td> 0.090755</td>\n",
" <td>-0.123452</td>\n",
" <td>-0.026439</td>\n",
" <td> 0.643240</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.351027</td>\n",
" <td> 0.487935</td>\n",
" <td> 0.726780</td>\n",
" <td> 0.058511</td>\n",
" <td>-0.000956</td>\n",
" <td>-0.039896</td>\n",
" <td>-0.032593</td>\n",
" <td> 0.494336</td>\n",
" <td> 0.391703</td>\n",
" <td> 0.914875</td>\n",
" <td> 0.683732</td>\n",
" <td> 0.528486</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_diff_30</th>\n",
" <td> 0.015588</td>\n",
" <td>-0.015903</td>\n",
" <td>-0.001179</td>\n",
" <td> 0.213521</td>\n",
" <td> 0.208376</td>\n",
" <td> 0.126862</td>\n",
" <td>-0.213537</td>\n",
" <td> 0.101227</td>\n",
" <td> 0.351027</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.084562</td>\n",
" <td> 0.265741</td>\n",
" <td>-0.020787</td>\n",
" <td>-0.034086</td>\n",
" <td> 0.012444</td>\n",
" <td>-0.022567</td>\n",
" <td> 0.614918</td>\n",
" <td> 0.595614</td>\n",
" <td> 0.249335</td>\n",
" <td> 0.772826</td>\n",
" <td> 0.853665</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_trend_1</th>\n",
" <td>-0.042763</td>\n",
" <td>-0.012096</td>\n",
" <td> 0.011779</td>\n",
" <td> 0.023762</td>\n",
" <td>-0.012665</td>\n",
" <td>-0.096664</td>\n",
" <td>-0.012270</td>\n",
" <td> 0.716557</td>\n",
" <td> 0.487935</td>\n",
" <td> 0.084562</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.545554</td>\n",
" <td> 0.006278</td>\n",
" <td>-0.013144</td>\n",
" <td>-0.031438</td>\n",
" <td>-0.022597</td>\n",
" <td> 0.165384</td>\n",
" <td> 0.115080</td>\n",
" <td> 0.643859</td>\n",
" <td> 0.246365</td>\n",
" <td> 0.164245</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_trend_6</th>\n",
" <td>-0.031573</td>\n",
" <td>-0.012548</td>\n",
" <td> 0.007233</td>\n",
" <td> 0.091620</td>\n",
" <td> 0.067426</td>\n",
" <td>-0.087826</td>\n",
" <td>-0.021846</td>\n",
" <td> 0.475923</td>\n",
" <td> 0.726780</td>\n",
" <td> 0.265741</td>\n",
" <td> 0.545554</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.014182</td>\n",
" <td>-0.011753</td>\n",
" <td>-0.029188</td>\n",
" <td>-0.023410</td>\n",
" <td> 0.365647</td>\n",
" <td> 0.288828</td>\n",
" <td> 0.665476</td>\n",
" <td> 0.512228</td>\n",
" <td> 0.399144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_moving_var_6</th>\n",
" <td>-0.059443</td>\n",
" <td> 0.223333</td>\n",
" <td>-0.211874</td>\n",
" <td> 0.056583</td>\n",
" <td> 0.054620</td>\n",
" <td> 0.042129</td>\n",
" <td> 0.065439</td>\n",
" <td> 0.038625</td>\n",
" <td> 0.058511</td>\n",
" <td>-0.020787</td>\n",
" <td> 0.006278</td>\n",
" <td> 0.014182</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.384327</td>\n",
" <td>-0.050078</td>\n",
" <td>-0.061380</td>\n",
" <td> 0.320173</td>\n",
" <td> 0.291844</td>\n",
" <td> 0.057163</td>\n",
" <td> 0.026743</td>\n",
" <td> 0.012179</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_moving_var_30</th>\n",
" <td>-0.094323</td>\n",
" <td> 0.298950</td>\n",
" <td>-0.285525</td>\n",
" <td> 0.035124</td>\n",
" <td> 0.035044</td>\n",
" <td> 0.035347</td>\n",
" <td> 0.049622</td>\n",
" <td> 0.001570</td>\n",
" <td>-0.000956</td>\n",
" <td>-0.034086</td>\n",
" <td>-0.013144</td>\n",
" <td>-0.011753</td>\n",
" <td> 0.384327</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.148705</td>\n",
" <td>-0.151915</td>\n",
" <td> 0.545197</td>\n",
" <td> 0.456452</td>\n",
" <td> 0.000171</td>\n",
" <td>-0.016205</td>\n",
" <td>-0.049990</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_base_30</th>\n",
" <td> 0.021383</td>\n",
" <td>-0.462334</td>\n",
" <td> 0.419825</td>\n",
" <td> 0.945008</td>\n",
" <td> 0.947576</td>\n",
" <td> 0.954865</td>\n",
" <td> 0.939691</td>\n",
" <td>-0.050482</td>\n",
" <td>-0.039896</td>\n",
" <td> 0.012444</td>\n",
" <td>-0.031438</td>\n",
" <td>-0.029188</td>\n",
" <td>-0.050078</td>\n",
" <td>-0.148705</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.978124</td>\n",
" <td>-0.062874</td>\n",
" <td> 0.027556</td>\n",
" <td>-0.045755</td>\n",
" <td>-0.030983</td>\n",
" <td> 0.044024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_base_60</th>\n",
" <td> 0.023670</td>\n",
" <td>-0.486724</td>\n",
" <td> 0.444035</td>\n",
" <td> 0.919508</td>\n",
" <td> 0.921397</td>\n",
" <td> 0.927561</td>\n",
" <td> 0.929142</td>\n",
" <td>-0.037138</td>\n",
" <td>-0.032593</td>\n",
" <td>-0.022567</td>\n",
" <td>-0.022597</td>\n",
" <td>-0.023410</td>\n",
" <td>-0.061380</td>\n",
" <td>-0.151915</td>\n",
" <td> 0.978124</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.076231</td>\n",
" <td>-0.089992</td>\n",
" <td>-0.035578</td>\n",
" <td>-0.034443</td>\n",
" <td>-0.022150</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_base_cor_30</th>\n",
" <td>-0.084473</td>\n",
" <td> 0.220724</td>\n",
" <td>-0.218753</td>\n",
" <td> 0.266983</td>\n",
" <td> 0.255475</td>\n",
" <td> 0.144944</td>\n",
" <td> 0.004378</td>\n",
" <td> 0.226400</td>\n",
" <td> 0.494336</td>\n",
" <td> 0.614918</td>\n",
" <td> 0.165384</td>\n",
" <td> 0.365647</td>\n",
" <td> 0.320173</td>\n",
" <td> 0.545197</td>\n",
" <td>-0.062874</td>\n",
" <td>-0.076231</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.860927</td>\n",
" <td> 0.392588</td>\n",
" <td> 0.746446</td>\n",
" <td> 0.661342</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_base_cor_60</th>\n",
" <td>-0.075099</td>\n",
" <td> 0.229884</td>\n",
" <td>-0.228951</td>\n",
" <td> 0.308729</td>\n",
" <td> 0.300885</td>\n",
" <td> 0.212029</td>\n",
" <td> 0.054367</td>\n",
" <td> 0.154334</td>\n",
" <td> 0.391703</td>\n",
" <td> 0.595614</td>\n",
" <td> 0.115080</td>\n",
" <td> 0.288828</td>\n",
" <td> 0.291844</td>\n",
" <td> 0.456452</td>\n",
" <td> 0.027556</td>\n",
" <td>-0.089992</td>\n",
" <td> 0.860927</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.300111</td>\n",
" <td> 0.627309</td>\n",
" <td> 0.710415</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_ms_6</th>\n",
" <td>-0.040622</td>\n",
" <td>-0.001624</td>\n",
" <td>-0.003895</td>\n",
" <td> 0.084449</td>\n",
" <td> 0.039748</td>\n",
" <td>-0.141433</td>\n",
" <td>-0.022012</td>\n",
" <td> 0.879347</td>\n",
" <td> 0.914875</td>\n",
" <td> 0.249335</td>\n",
" <td> 0.643859</td>\n",
" <td> 0.665476</td>\n",
" <td> 0.057163</td>\n",
" <td> 0.000171</td>\n",
" <td>-0.045755</td>\n",
" <td>-0.035578</td>\n",
" <td> 0.392588</td>\n",
" <td> 0.300111</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.541793</td>\n",
" <td> 0.400256</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_ms_30</th>\n",
" <td>-0.005804</td>\n",
" <td>-0.011343</td>\n",
" <td>-0.003241</td>\n",
" <td> 0.214689</td>\n",
" <td> 0.198746</td>\n",
" <td> 0.045892</td>\n",
" <td>-0.115350</td>\n",
" <td> 0.313660</td>\n",
" <td> 0.683732</td>\n",
" <td> 0.772826</td>\n",
" <td> 0.246365</td>\n",
" <td> 0.512228</td>\n",
" <td> 0.026743</td>\n",
" <td>-0.016205</td>\n",
" <td>-0.030983</td>\n",
" <td>-0.034443</td>\n",
" <td> 0.746446</td>\n",
" <td> 0.627309</td>\n",
" <td> 0.541793</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.878052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_mics_ms_60</th>\n",
" <td> 0.015030</td>\n",
" <td>-0.023431</td>\n",
" <td> 0.000605</td>\n",
" <td> 0.259228</td>\n",
" <td> 0.248984</td>\n",
" <td> 0.128759</td>\n",
" <td>-0.105334</td>\n",
" <td> 0.201561</td>\n",
" <td> 0.528486</td>\n",
" <td> 0.853665</td>\n",
" <td> 0.164245</td>\n",
" <td> 0.399144</td>\n",
" <td> 0.012179</td>\n",
" <td>-0.049990</td>\n",
" <td> 0.044024</td>\n",
" <td>-0.022150</td>\n",
" <td> 0.661342</td>\n",
" <td> 0.710415</td>\n",
" <td> 0.400256</td>\n",
" <td> 0.878052</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh no2_mics no2_mics_t_min_1 \\\n",
"bc_ona 1.000000 0.005463 -0.047146 -0.006926 -0.004773 \n",
"temp 0.005463 1.000000 -0.866288 -0.374057 -0.374111 \n",
"rh -0.047146 -0.866288 1.000000 0.333693 0.333889 \n",
"no2_mics -0.006926 -0.374057 0.333693 1.000000 0.998708 \n",
"no2_mics_t_min_1 -0.004773 -0.374111 0.333889 0.998708 1.000000 \n",
"no2_mics_t_min_6 0.001468 -0.373168 0.334603 0.969519 0.976300 \n",
"no2_mics_t_min_30 -0.013693 -0.367312 0.334206 0.908811 0.909716 \n",
"no2_mics_diff_1 -0.042363 0.001012 -0.003809 0.025407 -0.025428 \n",
"no2_mics_diff_6 -0.034039 -0.003667 -0.003641 0.123454 0.090755 \n",
"no2_mics_diff_30 0.015588 -0.015903 -0.001179 0.213521 0.208376 \n",
"no2_mics_trend_1 -0.042763 -0.012096 0.011779 0.023762 -0.012665 \n",
"no2_mics_trend_6 -0.031573 -0.012548 0.007233 0.091620 0.067426 \n",
"no2_mics_moving_var_6 -0.059443 0.223333 -0.211874 0.056583 0.054620 \n",
"no2_mics_moving_var_30 -0.094323 0.298950 -0.285525 0.035124 0.035044 \n",
"no2_mics_base_30 0.021383 -0.462334 0.419825 0.945008 0.947576 \n",
"no2_mics_base_60 0.023670 -0.486724 0.444035 0.919508 0.921397 \n",
"no2_mics_base_cor_30 -0.084473 0.220724 -0.218753 0.266983 0.255475 \n",
"no2_mics_base_cor_60 -0.075099 0.229884 -0.228951 0.308729 0.300885 \n",
"no2_mics_ms_6 -0.040622 -0.001624 -0.003895 0.084449 0.039748 \n",
"no2_mics_ms_30 -0.005804 -0.011343 -0.003241 0.214689 0.198746 \n",
"no2_mics_ms_60 0.015030 -0.023431 0.000605 0.259228 0.248984 \n",
"\n",
" no2_mics_t_min_6 no2_mics_t_min_30 no2_mics_diff_1 \\\n",
"bc_ona 0.001468 -0.013693 -0.042363 \n",
"temp -0.373168 -0.367312 0.001012 \n",
"rh 0.334603 0.334206 -0.003809 \n",
"no2_mics 0.969519 0.908811 0.025407 \n",
"no2_mics_t_min_1 0.976300 0.909716 -0.025428 \n",
"no2_mics_t_min_6 1.000000 0.915345 -0.133387 \n",
"no2_mics_t_min_30 0.915345 1.000000 -0.017785 \n",
"no2_mics_diff_1 -0.133387 -0.017785 1.000000 \n",
"no2_mics_diff_6 -0.123452 -0.026439 0.643240 \n",
"no2_mics_diff_30 0.126862 -0.213537 0.101227 \n",
"no2_mics_trend_1 -0.096664 -0.012270 0.716557 \n",
"no2_mics_trend_6 -0.087826 -0.021846 0.475923 \n",
"no2_mics_moving_var_6 0.042129 0.065439 0.038625 \n",
"no2_mics_moving_var_30 0.035347 0.049622 0.001570 \n",
"no2_mics_base_30 0.954865 0.939691 -0.050482 \n",
"no2_mics_base_60 0.927561 0.929142 -0.037138 \n",
"no2_mics_base_cor_30 0.144944 0.004378 0.226400 \n",
"no2_mics_base_cor_60 0.212029 0.054367 0.154334 \n",
"no2_mics_ms_6 -0.141433 -0.022012 0.879347 \n",
"no2_mics_ms_30 0.045892 -0.115350 0.313660 \n",
"no2_mics_ms_60 0.128759 -0.105334 0.201561 \n",
"\n",
" no2_mics_diff_6 no2_mics_diff_30 no2_mics_trend_1 \\\n",
"bc_ona -0.034039 0.015588 -0.042763 \n",
"temp -0.003667 -0.015903 -0.012096 \n",
"rh -0.003641 -0.001179 0.011779 \n",
"no2_mics 0.123454 0.213521 0.023762 \n",
"no2_mics_t_min_1 0.090755 0.208376 -0.012665 \n",
"no2_mics_t_min_6 -0.123452 0.126862 -0.096664 \n",
"no2_mics_t_min_30 -0.026439 -0.213537 -0.012270 \n",
"no2_mics_diff_1 0.643240 0.101227 0.716557 \n",
"no2_mics_diff_6 1.000000 0.351027 0.487935 \n",
"no2_mics_diff_30 0.351027 1.000000 0.084562 \n",
"no2_mics_trend_1 0.487935 0.084562 1.000000 \n",
"no2_mics_trend_6 0.726780 0.265741 0.545554 \n",
"no2_mics_moving_var_6 0.058511 -0.020787 0.006278 \n",
"no2_mics_moving_var_30 -0.000956 -0.034086 -0.013144 \n",
"no2_mics_base_30 -0.039896 0.012444 -0.031438 \n",
"no2_mics_base_60 -0.032593 -0.022567 -0.022597 \n",
"no2_mics_base_cor_30 0.494336 0.614918 0.165384 \n",
"no2_mics_base_cor_60 0.391703 0.595614 0.115080 \n",
"no2_mics_ms_6 0.914875 0.249335 0.643859 \n",
"no2_mics_ms_30 0.683732 0.772826 0.246365 \n",
"no2_mics_ms_60 0.528486 0.853665 0.164245 \n",
"\n",
" no2_mics_trend_6 no2_mics_moving_var_6 \\\n",
"bc_ona -0.031573 -0.059443 \n",
"temp -0.012548 0.223333 \n",
"rh 0.007233 -0.211874 \n",
"no2_mics 0.091620 0.056583 \n",
"no2_mics_t_min_1 0.067426 0.054620 \n",
"no2_mics_t_min_6 -0.087826 0.042129 \n",
"no2_mics_t_min_30 -0.021846 0.065439 \n",
"no2_mics_diff_1 0.475923 0.038625 \n",
"no2_mics_diff_6 0.726780 0.058511 \n",
"no2_mics_diff_30 0.265741 -0.020787 \n",
"no2_mics_trend_1 0.545554 0.006278 \n",
"no2_mics_trend_6 1.000000 0.014182 \n",
"no2_mics_moving_var_6 0.014182 1.000000 \n",
"no2_mics_moving_var_30 -0.011753 0.384327 \n",
"no2_mics_base_30 -0.029188 -0.050078 \n",
"no2_mics_base_60 -0.023410 -0.061380 \n",
"no2_mics_base_cor_30 0.365647 0.320173 \n",
"no2_mics_base_cor_60 0.288828 0.291844 \n",
"no2_mics_ms_6 0.665476 0.057163 \n",
"no2_mics_ms_30 0.512228 0.026743 \n",
"no2_mics_ms_60 0.399144 0.012179 \n",
"\n",
" no2_mics_moving_var_30 no2_mics_base_30 \\\n",
"bc_ona -0.094323 0.021383 \n",
"temp 0.298950 -0.462334 \n",
"rh -0.285525 0.419825 \n",
"no2_mics 0.035124 0.945008 \n",
"no2_mics_t_min_1 0.035044 0.947576 \n",
"no2_mics_t_min_6 0.035347 0.954865 \n",
"no2_mics_t_min_30 0.049622 0.939691 \n",
"no2_mics_diff_1 0.001570 -0.050482 \n",
"no2_mics_diff_6 -0.000956 -0.039896 \n",
"no2_mics_diff_30 -0.034086 0.012444 \n",
"no2_mics_trend_1 -0.013144 -0.031438 \n",
"no2_mics_trend_6 -0.011753 -0.029188 \n",
"no2_mics_moving_var_6 0.384327 -0.050078 \n",
"no2_mics_moving_var_30 1.000000 -0.148705 \n",
"no2_mics_base_30 -0.148705 1.000000 \n",
"no2_mics_base_60 -0.151915 0.978124 \n",
"no2_mics_base_cor_30 0.545197 -0.062874 \n",
"no2_mics_base_cor_60 0.456452 0.027556 \n",
"no2_mics_ms_6 0.000171 -0.045755 \n",
"no2_mics_ms_30 -0.016205 -0.030983 \n",
"no2_mics_ms_60 -0.049990 0.044024 \n",
"\n",
" no2_mics_base_60 no2_mics_base_cor_30 \\\n",
"bc_ona 0.023670 -0.084473 \n",
"temp -0.486724 0.220724 \n",
"rh 0.444035 -0.218753 \n",
"no2_mics 0.919508 0.266983 \n",
"no2_mics_t_min_1 0.921397 0.255475 \n",
"no2_mics_t_min_6 0.927561 0.144944 \n",
"no2_mics_t_min_30 0.929142 0.004378 \n",
"no2_mics_diff_1 -0.037138 0.226400 \n",
"no2_mics_diff_6 -0.032593 0.494336 \n",
"no2_mics_diff_30 -0.022567 0.614918 \n",
"no2_mics_trend_1 -0.022597 0.165384 \n",
"no2_mics_trend_6 -0.023410 0.365647 \n",
"no2_mics_moving_var_6 -0.061380 0.320173 \n",
"no2_mics_moving_var_30 -0.151915 0.545197 \n",
"no2_mics_base_30 0.978124 -0.062874 \n",
"no2_mics_base_60 1.000000 -0.076231 \n",
"no2_mics_base_cor_30 -0.076231 1.000000 \n",
"no2_mics_base_cor_60 -0.089992 0.860927 \n",
"no2_mics_ms_6 -0.035578 0.392588 \n",
"no2_mics_ms_30 -0.034443 0.746446 \n",
"no2_mics_ms_60 -0.022150 0.661342 \n",
"\n",
" no2_mics_base_cor_60 no2_mics_ms_6 no2_mics_ms_30 \\\n",
"bc_ona -0.075099 -0.040622 -0.005804 \n",
"temp 0.229884 -0.001624 -0.011343 \n",
"rh -0.228951 -0.003895 -0.003241 \n",
"no2_mics 0.308729 0.084449 0.214689 \n",
"no2_mics_t_min_1 0.300885 0.039748 0.198746 \n",
"no2_mics_t_min_6 0.212029 -0.141433 0.045892 \n",
"no2_mics_t_min_30 0.054367 -0.022012 -0.115350 \n",
"no2_mics_diff_1 0.154334 0.879347 0.313660 \n",
"no2_mics_diff_6 0.391703 0.914875 0.683732 \n",
"no2_mics_diff_30 0.595614 0.249335 0.772826 \n",
"no2_mics_trend_1 0.115080 0.643859 0.246365 \n",
"no2_mics_trend_6 0.288828 0.665476 0.512228 \n",
"no2_mics_moving_var_6 0.291844 0.057163 0.026743 \n",
"no2_mics_moving_var_30 0.456452 0.000171 -0.016205 \n",
"no2_mics_base_30 0.027556 -0.045755 -0.030983 \n",
"no2_mics_base_60 -0.089992 -0.035578 -0.034443 \n",
"no2_mics_base_cor_30 0.860927 0.392588 0.746446 \n",
"no2_mics_base_cor_60 1.000000 0.300111 0.627309 \n",
"no2_mics_ms_6 0.300111 1.000000 0.541793 \n",
"no2_mics_ms_30 0.627309 0.541793 1.000000 \n",
"no2_mics_ms_60 0.710415 0.400256 0.878052 \n",
"\n",
" no2_mics_ms_60 \n",
"bc_ona 0.015030 \n",
"temp -0.023431 \n",
"rh 0.000605 \n",
"no2_mics 0.259228 \n",
"no2_mics_t_min_1 0.248984 \n",
"no2_mics_t_min_6 0.128759 \n",
"no2_mics_t_min_30 -0.105334 \n",
"no2_mics_diff_1 0.201561 \n",
"no2_mics_diff_6 0.528486 \n",
"no2_mics_diff_30 0.853665 \n",
"no2_mics_trend_1 0.164245 \n",
"no2_mics_trend_6 0.399144 \n",
"no2_mics_moving_var_6 0.012179 \n",
"no2_mics_moving_var_30 -0.049990 \n",
"no2_mics_base_30 0.044024 \n",
"no2_mics_base_60 -0.022150 \n",
"no2_mics_base_cor_30 0.661342 \n",
"no2_mics_base_cor_60 0.710415 \n",
"no2_mics_ms_6 0.400256 \n",
"no2_mics_ms_30 0.878052 \n",
"no2_mics_ms_60 1.000000 "
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>no2_figaro</th>\n",
" <th>no2_figaro_t_min_1</th>\n",
" <th>no2_figaro_t_min_6</th>\n",
" <th>no2_figaro_t_min_30</th>\n",
" <th>no2_figaro_diff_1</th>\n",
" <th>no2_figaro_diff_6</th>\n",
" <th>no2_figaro_diff_30</th>\n",
" <th>no2_figaro_trend_1</th>\n",
" <th>no2_figaro_trend_6</th>\n",
" <th>no2_figaro_moving_var_6</th>\n",
" <th>no2_figaro_moving_var_30</th>\n",
" <th>no2_figaro_base_30</th>\n",
" <th>no2_figaro_base_60</th>\n",
" <th>no2_figaro_base_cor_30</th>\n",
" <th>no2_figaro_base_cor_60</th>\n",
" <th>no2_figaro_ms_6</th>\n",
" <th>no2_figaro_ms_30</th>\n",
" <th>no2_figaro_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td>-0.023914</td>\n",
" <td>-0.024094</td>\n",
" <td>-0.026097</td>\n",
" <td>-0.036775</td>\n",
" <td> 0.008175</td>\n",
" <td> 0.018453</td>\n",
" <td> 0.043762</td>\n",
" <td> 0.027053</td>\n",
" <td> 0.031376</td>\n",
" <td> 0.027997</td>\n",
" <td> 0.026856</td>\n",
" <td>-0.045805</td>\n",
" <td>-0.059490</td>\n",
" <td> 0.128405</td>\n",
" <td> 0.142029</td>\n",
" <td> 0.013965</td>\n",
" <td> 0.039068</td>\n",
" <td> 0.048205</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td>-0.484437</td>\n",
" <td>-0.484330</td>\n",
" <td>-0.483658</td>\n",
" <td>-0.479439</td>\n",
" <td>-0.003947</td>\n",
" <td>-0.005586</td>\n",
" <td>-0.014552</td>\n",
" <td> 0.024738</td>\n",
" <td> 0.021326</td>\n",
" <td> 0.033854</td>\n",
" <td> 0.066435</td>\n",
" <td>-0.504939</td>\n",
" <td>-0.514911</td>\n",
" <td> 0.169473</td>\n",
" <td> 0.186689</td>\n",
" <td>-0.004920</td>\n",
" <td>-0.010674</td>\n",
" <td>-0.020889</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.349278</td>\n",
" <td> 0.349191</td>\n",
" <td> 0.348636</td>\n",
" <td> 0.345138</td>\n",
" <td> 0.003297</td>\n",
" <td> 0.004749</td>\n",
" <td> 0.013028</td>\n",
" <td>-0.006489</td>\n",
" <td>-0.005584</td>\n",
" <td>-0.016869</td>\n",
" <td>-0.029302</td>\n",
" <td> 0.365853</td>\n",
" <td> 0.372506</td>\n",
" <td>-0.130588</td>\n",
" <td>-0.138402</td>\n",
" <td> 0.004183</td>\n",
" <td> 0.009536</td>\n",
" <td> 0.018510</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro</th>\n",
" <td>-0.023914</td>\n",
" <td>-0.484437</td>\n",
" <td> 0.349278</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.999729</td>\n",
" <td> 0.992385</td>\n",
" <td> 0.948409</td>\n",
" <td> 0.006379</td>\n",
" <td> 0.055793</td>\n",
" <td> 0.149922</td>\n",
" <td>-0.015069</td>\n",
" <td> 0.018956</td>\n",
" <td>-0.050073</td>\n",
" <td>-0.113805</td>\n",
" <td> 0.983125</td>\n",
" <td> 0.964359</td>\n",
" <td>-0.041106</td>\n",
" <td>-0.022948</td>\n",
" <td> 0.034635</td>\n",
" <td> 0.126130</td>\n",
" <td> 0.176110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_t_min_1</th>\n",
" <td>-0.024094</td>\n",
" <td>-0.484330</td>\n",
" <td> 0.349191</td>\n",
" <td> 0.999729</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.994352</td>\n",
" <td> 0.949874</td>\n",
" <td>-0.016884</td>\n",
" <td> 0.037653</td>\n",
" <td> 0.144509</td>\n",
" <td>-0.029131</td>\n",
" <td> 0.007167</td>\n",
" <td>-0.041807</td>\n",
" <td>-0.114211</td>\n",
" <td> 0.984383</td>\n",
" <td> 0.965820</td>\n",
" <td>-0.049424</td>\n",
" <td>-0.029452</td>\n",
" <td> 0.013075</td>\n",
" <td> 0.115456</td>\n",
" <td> 0.169277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_t_min_6</th>\n",
" <td>-0.026097</td>\n",
" <td>-0.483658</td>\n",
" <td> 0.348636</td>\n",
" <td> 0.992385</td>\n",
" <td> 0.994352</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.957672</td>\n",
" <td>-0.089717</td>\n",
" <td>-0.067614</td>\n",
" <td> 0.097240</td>\n",
" <td>-0.078302</td>\n",
" <td>-0.058169</td>\n",
" <td> 0.002768</td>\n",
" <td>-0.105013</td>\n",
" <td> 0.986826</td>\n",
" <td> 0.969888</td>\n",
" <td>-0.102112</td>\n",
" <td>-0.071558</td>\n",
" <td>-0.082535</td>\n",
" <td> 0.036757</td>\n",
" <td> 0.113082</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_t_min_30</th>\n",
" <td>-0.036775</td>\n",
" <td>-0.479439</td>\n",
" <td> 0.345138</td>\n",
" <td> 0.948409</td>\n",
" <td> 0.949874</td>\n",
" <td> 0.957672</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.067351</td>\n",
" <td>-0.080099</td>\n",
" <td>-0.171278</td>\n",
" <td>-0.068345</td>\n",
" <td>-0.076078</td>\n",
" <td> 0.016444</td>\n",
" <td> 0.012112</td>\n",
" <td> 0.967630</td>\n",
" <td> 0.966415</td>\n",
" <td>-0.231338</td>\n",
" <td>-0.217476</td>\n",
" <td>-0.074287</td>\n",
" <td>-0.148332</td>\n",
" <td>-0.119788</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_diff_1</th>\n",
" <td> 0.008175</td>\n",
" <td>-0.003947</td>\n",
" <td> 0.003297</td>\n",
" <td> 0.006379</td>\n",
" <td>-0.016884</td>\n",
" <td>-0.089717</td>\n",
" <td>-0.067351</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.779047</td>\n",
" <td> 0.231203</td>\n",
" <td> 0.604569</td>\n",
" <td> 0.506830</td>\n",
" <td>-0.355034</td>\n",
" <td> 0.018044</td>\n",
" <td>-0.058653</td>\n",
" <td>-0.067263</td>\n",
" <td> 0.356635</td>\n",
" <td> 0.278798</td>\n",
" <td> 0.926180</td>\n",
" <td> 0.456776</td>\n",
" <td> 0.291918</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_diff_6</th>\n",
" <td> 0.018453</td>\n",
" <td>-0.005586</td>\n",
" <td> 0.004749</td>\n",
" <td> 0.055793</td>\n",
" <td> 0.037653</td>\n",
" <td>-0.067614</td>\n",
" <td>-0.080099</td>\n",
" <td> 0.779047</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.425010</td>\n",
" <td> 0.512629</td>\n",
" <td> 0.625213</td>\n",
" <td>-0.428038</td>\n",
" <td>-0.070659</td>\n",
" <td>-0.035334</td>\n",
" <td>-0.050011</td>\n",
" <td> 0.493406</td>\n",
" <td> 0.393090</td>\n",
" <td> 0.949610</td>\n",
" <td> 0.721801</td>\n",
" <td> 0.508554</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_diff_30</th>\n",
" <td> 0.043762</td>\n",
" <td>-0.014552</td>\n",
" <td> 0.013028</td>\n",
" <td> 0.149922</td>\n",
" <td> 0.144509</td>\n",
" <td> 0.097240</td>\n",
" <td>-0.171278</td>\n",
" <td> 0.231203</td>\n",
" <td> 0.425010</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.170011</td>\n",
" <td> 0.300180</td>\n",
" <td>-0.206938</td>\n",
" <td>-0.391651</td>\n",
" <td> 0.037535</td>\n",
" <td>-0.017005</td>\n",
" <td> 0.593796</td>\n",
" <td> 0.607014</td>\n",
" <td> 0.340913</td>\n",
" <td> 0.854634</td>\n",
" <td> 0.920928</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_trend_1</th>\n",
" <td> 0.027053</td>\n",
" <td> 0.024738</td>\n",
" <td>-0.006489</td>\n",
" <td>-0.015069</td>\n",
" <td>-0.029131</td>\n",
" <td>-0.078302</td>\n",
" <td>-0.068345</td>\n",
" <td> 0.604569</td>\n",
" <td> 0.512629</td>\n",
" <td> 0.170011</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.723687</td>\n",
" <td>-0.030852</td>\n",
" <td> 0.037769</td>\n",
" <td>-0.072607</td>\n",
" <td>-0.078609</td>\n",
" <td> 0.322627</td>\n",
" <td> 0.246773</td>\n",
" <td> 0.580350</td>\n",
" <td> 0.326269</td>\n",
" <td> 0.204864</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_trend_6</th>\n",
" <td> 0.031376</td>\n",
" <td> 0.021326</td>\n",
" <td>-0.005584</td>\n",
" <td> 0.018956</td>\n",
" <td> 0.007167</td>\n",
" <td>-0.058169</td>\n",
" <td>-0.076078</td>\n",
" <td> 0.506830</td>\n",
" <td> 0.625213</td>\n",
" <td> 0.300180</td>\n",
" <td> 0.723687</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.034667</td>\n",
" <td> 0.016956</td>\n",
" <td>-0.062049</td>\n",
" <td>-0.072142</td>\n",
" <td> 0.446801</td>\n",
" <td> 0.345897</td>\n",
" <td> 0.592678</td>\n",
" <td> 0.492555</td>\n",
" <td> 0.346441</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_moving_var_6</th>\n",
" <td> 0.027997</td>\n",
" <td> 0.033854</td>\n",
" <td>-0.016869</td>\n",
" <td>-0.050073</td>\n",
" <td>-0.041807</td>\n",
" <td> 0.002768</td>\n",
" <td> 0.016444</td>\n",
" <td>-0.355034</td>\n",
" <td>-0.428038</td>\n",
" <td>-0.206938</td>\n",
" <td>-0.030852</td>\n",
" <td>-0.034667</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.220254</td>\n",
" <td>-0.048127</td>\n",
" <td>-0.036392</td>\n",
" <td>-0.004055</td>\n",
" <td>-0.043864</td>\n",
" <td>-0.430126</td>\n",
" <td>-0.304492</td>\n",
" <td>-0.247215</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_moving_var_30</th>\n",
" <td> 0.026856</td>\n",
" <td> 0.066435</td>\n",
" <td>-0.029302</td>\n",
" <td>-0.113805</td>\n",
" <td>-0.114211</td>\n",
" <td>-0.105013</td>\n",
" <td> 0.012112</td>\n",
" <td> 0.018044</td>\n",
" <td>-0.070659</td>\n",
" <td>-0.391651</td>\n",
" <td> 0.037769</td>\n",
" <td> 0.016956</td>\n",
" <td> 0.220254</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.150672</td>\n",
" <td>-0.143830</td>\n",
" <td> 0.216152</td>\n",
" <td> 0.131126</td>\n",
" <td>-0.024411</td>\n",
" <td>-0.331167</td>\n",
" <td>-0.392757</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_base_30</th>\n",
" <td>-0.045805</td>\n",
" <td>-0.504939</td>\n",
" <td> 0.365853</td>\n",
" <td> 0.983125</td>\n",
" <td> 0.984383</td>\n",
" <td> 0.986826</td>\n",
" <td> 0.967630</td>\n",
" <td>-0.058653</td>\n",
" <td>-0.035334</td>\n",
" <td> 0.037535</td>\n",
" <td>-0.072607</td>\n",
" <td>-0.062049</td>\n",
" <td>-0.048127</td>\n",
" <td>-0.150672</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.987780</td>\n",
" <td>-0.223191</td>\n",
" <td>-0.172540</td>\n",
" <td>-0.046381</td>\n",
" <td>-0.001214</td>\n",
" <td> 0.071559</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_base_60</th>\n",
" <td>-0.059490</td>\n",
" <td>-0.514911</td>\n",
" <td> 0.372506</td>\n",
" <td> 0.964359</td>\n",
" <td> 0.965820</td>\n",
" <td> 0.969888</td>\n",
" <td> 0.966415</td>\n",
" <td>-0.067263</td>\n",
" <td>-0.050011</td>\n",
" <td>-0.017005</td>\n",
" <td>-0.078609</td>\n",
" <td>-0.072142</td>\n",
" <td>-0.036392</td>\n",
" <td>-0.143830</td>\n",
" <td> 0.987780</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.256445</td>\n",
" <td>-0.286656</td>\n",
" <td>-0.058829</td>\n",
" <td>-0.034983</td>\n",
" <td>-0.006417</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_base_cor_30</th>\n",
" <td> 0.128405</td>\n",
" <td> 0.169473</td>\n",
" <td>-0.130588</td>\n",
" <td>-0.041106</td>\n",
" <td>-0.049424</td>\n",
" <td>-0.102112</td>\n",
" <td>-0.231338</td>\n",
" <td> 0.356635</td>\n",
" <td> 0.493406</td>\n",
" <td> 0.593796</td>\n",
" <td> 0.322627</td>\n",
" <td> 0.446801</td>\n",
" <td>-0.004055</td>\n",
" <td> 0.216152</td>\n",
" <td>-0.223191</td>\n",
" <td>-0.256445</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.820106</td>\n",
" <td> 0.440611</td>\n",
" <td> 0.678727</td>\n",
" <td> 0.547573</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_base_cor_60</th>\n",
" <td> 0.142029</td>\n",
" <td> 0.186689</td>\n",
" <td>-0.138402</td>\n",
" <td>-0.022948</td>\n",
" <td>-0.029452</td>\n",
" <td>-0.071558</td>\n",
" <td>-0.217476</td>\n",
" <td> 0.278798</td>\n",
" <td> 0.393090</td>\n",
" <td> 0.607014</td>\n",
" <td> 0.246773</td>\n",
" <td> 0.345897</td>\n",
" <td>-0.043864</td>\n",
" <td> 0.131126</td>\n",
" <td>-0.172540</td>\n",
" <td>-0.286656</td>\n",
" <td> 0.820106</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.349537</td>\n",
" <td> 0.588863</td>\n",
" <td> 0.661895</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_ms_6</th>\n",
" <td> 0.013965</td>\n",
" <td>-0.004920</td>\n",
" <td> 0.004183</td>\n",
" <td> 0.034635</td>\n",
" <td> 0.013075</td>\n",
" <td>-0.082535</td>\n",
" <td>-0.074287</td>\n",
" <td> 0.926180</td>\n",
" <td> 0.949610</td>\n",
" <td> 0.340913</td>\n",
" <td> 0.580350</td>\n",
" <td> 0.592678</td>\n",
" <td>-0.430126</td>\n",
" <td>-0.024411</td>\n",
" <td>-0.046381</td>\n",
" <td>-0.058829</td>\n",
" <td> 0.440611</td>\n",
" <td> 0.349537</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.614426</td>\n",
" <td> 0.417604</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_ms_30</th>\n",
" <td> 0.039068</td>\n",
" <td>-0.010674</td>\n",
" <td> 0.009536</td>\n",
" <td> 0.126130</td>\n",
" <td> 0.115456</td>\n",
" <td> 0.036757</td>\n",
" <td>-0.148332</td>\n",
" <td> 0.456776</td>\n",
" <td> 0.721801</td>\n",
" <td> 0.854634</td>\n",
" <td> 0.326269</td>\n",
" <td> 0.492555</td>\n",
" <td>-0.304492</td>\n",
" <td>-0.331167</td>\n",
" <td>-0.001214</td>\n",
" <td>-0.034983</td>\n",
" <td> 0.678727</td>\n",
" <td> 0.588863</td>\n",
" <td> 0.614426</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.861723</td>\n",
" </tr>\n",
" <tr>\n",
" <th>no2_figaro_ms_60</th>\n",
" <td> 0.048205</td>\n",
" <td>-0.020889</td>\n",
" <td> 0.018510</td>\n",
" <td> 0.176110</td>\n",
" <td> 0.169277</td>\n",
" <td> 0.113082</td>\n",
" <td>-0.119788</td>\n",
" <td> 0.291918</td>\n",
" <td> 0.508554</td>\n",
" <td> 0.920928</td>\n",
" <td> 0.204864</td>\n",
" <td> 0.346441</td>\n",
" <td>-0.247215</td>\n",
" <td>-0.392757</td>\n",
" <td> 0.071559</td>\n",
" <td>-0.006417</td>\n",
" <td> 0.547573</td>\n",
" <td> 0.661895</td>\n",
" <td> 0.417604</td>\n",
" <td> 0.861723</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh no2_figaro \\\n",
"bc_ona 1.000000 0.005463 -0.047146 -0.023914 \n",
"temp 0.005463 1.000000 -0.866288 -0.484437 \n",
"rh -0.047146 -0.866288 1.000000 0.349278 \n",
"no2_figaro -0.023914 -0.484437 0.349278 1.000000 \n",
"no2_figaro_t_min_1 -0.024094 -0.484330 0.349191 0.999729 \n",
"no2_figaro_t_min_6 -0.026097 -0.483658 0.348636 0.992385 \n",
"no2_figaro_t_min_30 -0.036775 -0.479439 0.345138 0.948409 \n",
"no2_figaro_diff_1 0.008175 -0.003947 0.003297 0.006379 \n",
"no2_figaro_diff_6 0.018453 -0.005586 0.004749 0.055793 \n",
"no2_figaro_diff_30 0.043762 -0.014552 0.013028 0.149922 \n",
"no2_figaro_trend_1 0.027053 0.024738 -0.006489 -0.015069 \n",
"no2_figaro_trend_6 0.031376 0.021326 -0.005584 0.018956 \n",
"no2_figaro_moving_var_6 0.027997 0.033854 -0.016869 -0.050073 \n",
"no2_figaro_moving_var_30 0.026856 0.066435 -0.029302 -0.113805 \n",
"no2_figaro_base_30 -0.045805 -0.504939 0.365853 0.983125 \n",
"no2_figaro_base_60 -0.059490 -0.514911 0.372506 0.964359 \n",
"no2_figaro_base_cor_30 0.128405 0.169473 -0.130588 -0.041106 \n",
"no2_figaro_base_cor_60 0.142029 0.186689 -0.138402 -0.022948 \n",
"no2_figaro_ms_6 0.013965 -0.004920 0.004183 0.034635 \n",
"no2_figaro_ms_30 0.039068 -0.010674 0.009536 0.126130 \n",
"no2_figaro_ms_60 0.048205 -0.020889 0.018510 0.176110 \n",
"\n",
" no2_figaro_t_min_1 no2_figaro_t_min_6 \\\n",
"bc_ona -0.024094 -0.026097 \n",
"temp -0.484330 -0.483658 \n",
"rh 0.349191 0.348636 \n",
"no2_figaro 0.999729 0.992385 \n",
"no2_figaro_t_min_1 1.000000 0.994352 \n",
"no2_figaro_t_min_6 0.994352 1.000000 \n",
"no2_figaro_t_min_30 0.949874 0.957672 \n",
"no2_figaro_diff_1 -0.016884 -0.089717 \n",
"no2_figaro_diff_6 0.037653 -0.067614 \n",
"no2_figaro_diff_30 0.144509 0.097240 \n",
"no2_figaro_trend_1 -0.029131 -0.078302 \n",
"no2_figaro_trend_6 0.007167 -0.058169 \n",
"no2_figaro_moving_var_6 -0.041807 0.002768 \n",
"no2_figaro_moving_var_30 -0.114211 -0.105013 \n",
"no2_figaro_base_30 0.984383 0.986826 \n",
"no2_figaro_base_60 0.965820 0.969888 \n",
"no2_figaro_base_cor_30 -0.049424 -0.102112 \n",
"no2_figaro_base_cor_60 -0.029452 -0.071558 \n",
"no2_figaro_ms_6 0.013075 -0.082535 \n",
"no2_figaro_ms_30 0.115456 0.036757 \n",
"no2_figaro_ms_60 0.169277 0.113082 \n",
"\n",
" no2_figaro_t_min_30 no2_figaro_diff_1 \\\n",
"bc_ona -0.036775 0.008175 \n",
"temp -0.479439 -0.003947 \n",
"rh 0.345138 0.003297 \n",
"no2_figaro 0.948409 0.006379 \n",
"no2_figaro_t_min_1 0.949874 -0.016884 \n",
"no2_figaro_t_min_6 0.957672 -0.089717 \n",
"no2_figaro_t_min_30 1.000000 -0.067351 \n",
"no2_figaro_diff_1 -0.067351 1.000000 \n",
"no2_figaro_diff_6 -0.080099 0.779047 \n",
"no2_figaro_diff_30 -0.171278 0.231203 \n",
"no2_figaro_trend_1 -0.068345 0.604569 \n",
"no2_figaro_trend_6 -0.076078 0.506830 \n",
"no2_figaro_moving_var_6 0.016444 -0.355034 \n",
"no2_figaro_moving_var_30 0.012112 0.018044 \n",
"no2_figaro_base_30 0.967630 -0.058653 \n",
"no2_figaro_base_60 0.966415 -0.067263 \n",
"no2_figaro_base_cor_30 -0.231338 0.356635 \n",
"no2_figaro_base_cor_60 -0.217476 0.278798 \n",
"no2_figaro_ms_6 -0.074287 0.926180 \n",
"no2_figaro_ms_30 -0.148332 0.456776 \n",
"no2_figaro_ms_60 -0.119788 0.291918 \n",
"\n",
" no2_figaro_diff_6 no2_figaro_diff_30 \\\n",
"bc_ona 0.018453 0.043762 \n",
"temp -0.005586 -0.014552 \n",
"rh 0.004749 0.013028 \n",
"no2_figaro 0.055793 0.149922 \n",
"no2_figaro_t_min_1 0.037653 0.144509 \n",
"no2_figaro_t_min_6 -0.067614 0.097240 \n",
"no2_figaro_t_min_30 -0.080099 -0.171278 \n",
"no2_figaro_diff_1 0.779047 0.231203 \n",
"no2_figaro_diff_6 1.000000 0.425010 \n",
"no2_figaro_diff_30 0.425010 1.000000 \n",
"no2_figaro_trend_1 0.512629 0.170011 \n",
"no2_figaro_trend_6 0.625213 0.300180 \n",
"no2_figaro_moving_var_6 -0.428038 -0.206938 \n",
"no2_figaro_moving_var_30 -0.070659 -0.391651 \n",
"no2_figaro_base_30 -0.035334 0.037535 \n",
"no2_figaro_base_60 -0.050011 -0.017005 \n",
"no2_figaro_base_cor_30 0.493406 0.593796 \n",
"no2_figaro_base_cor_60 0.393090 0.607014 \n",
"no2_figaro_ms_6 0.949610 0.340913 \n",
"no2_figaro_ms_30 0.721801 0.854634 \n",
"no2_figaro_ms_60 0.508554 0.920928 \n",
"\n",
" no2_figaro_trend_1 no2_figaro_trend_6 \\\n",
"bc_ona 0.027053 0.031376 \n",
"temp 0.024738 0.021326 \n",
"rh -0.006489 -0.005584 \n",
"no2_figaro -0.015069 0.018956 \n",
"no2_figaro_t_min_1 -0.029131 0.007167 \n",
"no2_figaro_t_min_6 -0.078302 -0.058169 \n",
"no2_figaro_t_min_30 -0.068345 -0.076078 \n",
"no2_figaro_diff_1 0.604569 0.506830 \n",
"no2_figaro_diff_6 0.512629 0.625213 \n",
"no2_figaro_diff_30 0.170011 0.300180 \n",
"no2_figaro_trend_1 1.000000 0.723687 \n",
"no2_figaro_trend_6 0.723687 1.000000 \n",
"no2_figaro_moving_var_6 -0.030852 -0.034667 \n",
"no2_figaro_moving_var_30 0.037769 0.016956 \n",
"no2_figaro_base_30 -0.072607 -0.062049 \n",
"no2_figaro_base_60 -0.078609 -0.072142 \n",
"no2_figaro_base_cor_30 0.322627 0.446801 \n",
"no2_figaro_base_cor_60 0.246773 0.345897 \n",
"no2_figaro_ms_6 0.580350 0.592678 \n",
"no2_figaro_ms_30 0.326269 0.492555 \n",
"no2_figaro_ms_60 0.204864 0.346441 \n",
"\n",
" no2_figaro_moving_var_6 no2_figaro_moving_var_30 \\\n",
"bc_ona 0.027997 0.026856 \n",
"temp 0.033854 0.066435 \n",
"rh -0.016869 -0.029302 \n",
"no2_figaro -0.050073 -0.113805 \n",
"no2_figaro_t_min_1 -0.041807 -0.114211 \n",
"no2_figaro_t_min_6 0.002768 -0.105013 \n",
"no2_figaro_t_min_30 0.016444 0.012112 \n",
"no2_figaro_diff_1 -0.355034 0.018044 \n",
"no2_figaro_diff_6 -0.428038 -0.070659 \n",
"no2_figaro_diff_30 -0.206938 -0.391651 \n",
"no2_figaro_trend_1 -0.030852 0.037769 \n",
"no2_figaro_trend_6 -0.034667 0.016956 \n",
"no2_figaro_moving_var_6 1.000000 0.220254 \n",
"no2_figaro_moving_var_30 0.220254 1.000000 \n",
"no2_figaro_base_30 -0.048127 -0.150672 \n",
"no2_figaro_base_60 -0.036392 -0.143830 \n",
"no2_figaro_base_cor_30 -0.004055 0.216152 \n",
"no2_figaro_base_cor_60 -0.043864 0.131126 \n",
"no2_figaro_ms_6 -0.430126 -0.024411 \n",
"no2_figaro_ms_30 -0.304492 -0.331167 \n",
"no2_figaro_ms_60 -0.247215 -0.392757 \n",
"\n",
" no2_figaro_base_30 no2_figaro_base_60 \\\n",
"bc_ona -0.045805 -0.059490 \n",
"temp -0.504939 -0.514911 \n",
"rh 0.365853 0.372506 \n",
"no2_figaro 0.983125 0.964359 \n",
"no2_figaro_t_min_1 0.984383 0.965820 \n",
"no2_figaro_t_min_6 0.986826 0.969888 \n",
"no2_figaro_t_min_30 0.967630 0.966415 \n",
"no2_figaro_diff_1 -0.058653 -0.067263 \n",
"no2_figaro_diff_6 -0.035334 -0.050011 \n",
"no2_figaro_diff_30 0.037535 -0.017005 \n",
"no2_figaro_trend_1 -0.072607 -0.078609 \n",
"no2_figaro_trend_6 -0.062049 -0.072142 \n",
"no2_figaro_moving_var_6 -0.048127 -0.036392 \n",
"no2_figaro_moving_var_30 -0.150672 -0.143830 \n",
"no2_figaro_base_30 1.000000 0.987780 \n",
"no2_figaro_base_60 0.987780 1.000000 \n",
"no2_figaro_base_cor_30 -0.223191 -0.256445 \n",
"no2_figaro_base_cor_60 -0.172540 -0.286656 \n",
"no2_figaro_ms_6 -0.046381 -0.058829 \n",
"no2_figaro_ms_30 -0.001214 -0.034983 \n",
"no2_figaro_ms_60 0.071559 -0.006417 \n",
"\n",
" no2_figaro_base_cor_30 no2_figaro_base_cor_60 \\\n",
"bc_ona 0.128405 0.142029 \n",
"temp 0.169473 0.186689 \n",
"rh -0.130588 -0.138402 \n",
"no2_figaro -0.041106 -0.022948 \n",
"no2_figaro_t_min_1 -0.049424 -0.029452 \n",
"no2_figaro_t_min_6 -0.102112 -0.071558 \n",
"no2_figaro_t_min_30 -0.231338 -0.217476 \n",
"no2_figaro_diff_1 0.356635 0.278798 \n",
"no2_figaro_diff_6 0.493406 0.393090 \n",
"no2_figaro_diff_30 0.593796 0.607014 \n",
"no2_figaro_trend_1 0.322627 0.246773 \n",
"no2_figaro_trend_6 0.446801 0.345897 \n",
"no2_figaro_moving_var_6 -0.004055 -0.043864 \n",
"no2_figaro_moving_var_30 0.216152 0.131126 \n",
"no2_figaro_base_30 -0.223191 -0.172540 \n",
"no2_figaro_base_60 -0.256445 -0.286656 \n",
"no2_figaro_base_cor_30 1.000000 0.820106 \n",
"no2_figaro_base_cor_60 0.820106 1.000000 \n",
"no2_figaro_ms_6 0.440611 0.349537 \n",
"no2_figaro_ms_30 0.678727 0.588863 \n",
"no2_figaro_ms_60 0.547573 0.661895 \n",
"\n",
" no2_figaro_ms_6 no2_figaro_ms_30 no2_figaro_ms_60 \n",
"bc_ona 0.013965 0.039068 0.048205 \n",
"temp -0.004920 -0.010674 -0.020889 \n",
"rh 0.004183 0.009536 0.018510 \n",
"no2_figaro 0.034635 0.126130 0.176110 \n",
"no2_figaro_t_min_1 0.013075 0.115456 0.169277 \n",
"no2_figaro_t_min_6 -0.082535 0.036757 0.113082 \n",
"no2_figaro_t_min_30 -0.074287 -0.148332 -0.119788 \n",
"no2_figaro_diff_1 0.926180 0.456776 0.291918 \n",
"no2_figaro_diff_6 0.949610 0.721801 0.508554 \n",
"no2_figaro_diff_30 0.340913 0.854634 0.920928 \n",
"no2_figaro_trend_1 0.580350 0.326269 0.204864 \n",
"no2_figaro_trend_6 0.592678 0.492555 0.346441 \n",
"no2_figaro_moving_var_6 -0.430126 -0.304492 -0.247215 \n",
"no2_figaro_moving_var_30 -0.024411 -0.331167 -0.392757 \n",
"no2_figaro_base_30 -0.046381 -0.001214 0.071559 \n",
"no2_figaro_base_60 -0.058829 -0.034983 -0.006417 \n",
"no2_figaro_base_cor_30 0.440611 0.678727 0.547573 \n",
"no2_figaro_base_cor_60 0.349537 0.588863 0.661895 \n",
"no2_figaro_ms_6 1.000000 0.614426 0.417604 \n",
"no2_figaro_ms_30 0.614426 1.000000 0.861723 \n",
"no2_figaro_ms_60 0.417604 0.861723 1.000000 "
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>o3_mics</th>\n",
" <th>o3_mics_t_min_1</th>\n",
" <th>o3_mics_t_min_6</th>\n",
" <th>o3_mics_t_min_30</th>\n",
" <th>o3_mics_diff_1</th>\n",
" <th>o3_mics_diff_6</th>\n",
" <th>o3_mics_diff_30</th>\n",
" <th>o3_mics_trend_1</th>\n",
" <th>o3_mics_trend_6</th>\n",
" <th>o3_mics_moving_var_6</th>\n",
" <th>o3_mics_moving_var_30</th>\n",
" <th>o3_mics_base_30</th>\n",
" <th>o3_mics_base_60</th>\n",
" <th>o3_mics_base_cor_30</th>\n",
" <th>o3_mics_base_cor_60</th>\n",
" <th>o3_mics_ms_6</th>\n",
" <th>o3_mics_ms_30</th>\n",
" <th>o3_mics_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td>-0.536347</td>\n",
" <td>-0.531834</td>\n",
" <td>-0.512334</td>\n",
" <td>-0.504435</td>\n",
" <td>-0.091152</td>\n",
" <td>-0.102543</td>\n",
" <td>-0.079762</td>\n",
" <td>-0.076978</td>\n",
" <td>-0.083697</td>\n",
" <td> 0.038974</td>\n",
" <td> 0.007030</td>\n",
" <td>-0.504970</td>\n",
" <td>-0.496866</td>\n",
" <td>-0.054262</td>\n",
" <td>-0.036428</td>\n",
" <td>-0.103729</td>\n",
" <td>-0.111266</td>\n",
" <td>-0.101822</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td>-0.272477</td>\n",
" <td>-0.272535</td>\n",
" <td>-0.272414</td>\n",
" <td>-0.270634</td>\n",
" <td> 0.001181</td>\n",
" <td>-0.000272</td>\n",
" <td>-0.004644</td>\n",
" <td> 0.013961</td>\n",
" <td> 0.013883</td>\n",
" <td> 0.126910</td>\n",
" <td> 0.208911</td>\n",
" <td>-0.339651</td>\n",
" <td>-0.365307</td>\n",
" <td> 0.219931</td>\n",
" <td> 0.252864</td>\n",
" <td> 0.000321</td>\n",
" <td>-0.002146</td>\n",
" <td>-0.007583</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.193674</td>\n",
" <td> 0.193807</td>\n",
" <td> 0.194872</td>\n",
" <td> 0.196316</td>\n",
" <td>-0.002701</td>\n",
" <td>-0.005116</td>\n",
" <td>-0.006537</td>\n",
" <td>-0.006602</td>\n",
" <td>-0.010187</td>\n",
" <td>-0.091744</td>\n",
" <td>-0.144122</td>\n",
" <td> 0.247979</td>\n",
" <td> 0.268955</td>\n",
" <td>-0.175839</td>\n",
" <td>-0.202075</td>\n",
" <td>-0.004235</td>\n",
" <td>-0.007878</td>\n",
" <td>-0.007130</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics</th>\n",
" <td>-0.536347</td>\n",
" <td>-0.272477</td>\n",
" <td> 0.193674</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.998774</td>\n",
" <td> 0.972572</td>\n",
" <td> 0.919469</td>\n",
" <td> 0.024784</td>\n",
" <td> 0.117134</td>\n",
" <td> 0.200809</td>\n",
" <td>-0.005860</td>\n",
" <td> 0.055846</td>\n",
" <td>-0.123278</td>\n",
" <td>-0.097885</td>\n",
" <td> 0.942459</td>\n",
" <td> 0.910392</td>\n",
" <td> 0.097946</td>\n",
" <td> 0.106078</td>\n",
" <td> 0.081030</td>\n",
" <td> 0.201247</td>\n",
" <td> 0.242161</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_t_min_1</th>\n",
" <td>-0.531834</td>\n",
" <td>-0.272535</td>\n",
" <td> 0.193807</td>\n",
" <td> 0.998774</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.978473</td>\n",
" <td> 0.920100</td>\n",
" <td>-0.024738</td>\n",
" <td> 0.086704</td>\n",
" <td> 0.196182</td>\n",
" <td>-0.037786</td>\n",
" <td> 0.034744</td>\n",
" <td>-0.117020</td>\n",
" <td>-0.104545</td>\n",
" <td> 0.945844</td>\n",
" <td> 0.913314</td>\n",
" <td> 0.084312</td>\n",
" <td> 0.096245</td>\n",
" <td> 0.038167</td>\n",
" <td> 0.185879</td>\n",
" <td> 0.232304</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_t_min_6</th>\n",
" <td>-0.512334</td>\n",
" <td>-0.272414</td>\n",
" <td> 0.194872</td>\n",
" <td> 0.972572</td>\n",
" <td> 0.978473</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.925050</td>\n",
" <td>-0.119135</td>\n",
" <td>-0.117079</td>\n",
" <td> 0.118576</td>\n",
" <td>-0.111104</td>\n",
" <td>-0.100348</td>\n",
" <td>-0.075575</td>\n",
" <td>-0.117003</td>\n",
" <td> 0.953478</td>\n",
" <td> 0.920936</td>\n",
" <td>-0.014467</td>\n",
" <td> 0.017837</td>\n",
" <td>-0.131500</td>\n",
" <td> 0.040320</td>\n",
" <td> 0.117582</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_t_min_30</th>\n",
" <td>-0.504435</td>\n",
" <td>-0.270634</td>\n",
" <td> 0.196316</td>\n",
" <td> 0.919469</td>\n",
" <td> 0.920100</td>\n",
" <td> 0.925050</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.012725</td>\n",
" <td>-0.023817</td>\n",
" <td>-0.200517</td>\n",
" <td>-0.041767</td>\n",
" <td>-0.049675</td>\n",
" <td>-0.009829</td>\n",
" <td>-0.049843</td>\n",
" <td> 0.930993</td>\n",
" <td> 0.921588</td>\n",
" <td>-0.101739</td>\n",
" <td>-0.105571</td>\n",
" <td>-0.017976</td>\n",
" <td>-0.109644</td>\n",
" <td>-0.100870</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_diff_1</th>\n",
" <td>-0.091152</td>\n",
" <td> 0.001181</td>\n",
" <td>-0.002701</td>\n",
" <td> 0.024784</td>\n",
" <td>-0.024738</td>\n",
" <td>-0.119135</td>\n",
" <td>-0.012725</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.614479</td>\n",
" <td> 0.093435</td>\n",
" <td> 0.644688</td>\n",
" <td> 0.426104</td>\n",
" <td>-0.126370</td>\n",
" <td> 0.134493</td>\n",
" <td>-0.068342</td>\n",
" <td>-0.058987</td>\n",
" <td> 0.275358</td>\n",
" <td> 0.198590</td>\n",
" <td> 0.865526</td>\n",
" <td> 0.310356</td>\n",
" <td> 0.199072</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_diff_6</th>\n",
" <td>-0.102543</td>\n",
" <td>-0.000272</td>\n",
" <td>-0.005116</td>\n",
" <td> 0.117134</td>\n",
" <td> 0.086704</td>\n",
" <td>-0.117079</td>\n",
" <td>-0.023817</td>\n",
" <td> 0.614479</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.351154</td>\n",
" <td> 0.449346</td>\n",
" <td> 0.666890</td>\n",
" <td>-0.203673</td>\n",
" <td> 0.081630</td>\n",
" <td>-0.047037</td>\n",
" <td>-0.045006</td>\n",
" <td> 0.480029</td>\n",
" <td> 0.376811</td>\n",
" <td> 0.907424</td>\n",
" <td> 0.687195</td>\n",
" <td> 0.531982</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_diff_30</th>\n",
" <td>-0.079762</td>\n",
" <td>-0.004644</td>\n",
" <td>-0.006537</td>\n",
" <td> 0.200809</td>\n",
" <td> 0.196182</td>\n",
" <td> 0.118576</td>\n",
" <td>-0.200517</td>\n",
" <td> 0.093435</td>\n",
" <td> 0.351154</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.089433</td>\n",
" <td> 0.262832</td>\n",
" <td>-0.282691</td>\n",
" <td>-0.119722</td>\n",
" <td> 0.028715</td>\n",
" <td>-0.027759</td>\n",
" <td> 0.497558</td>\n",
" <td> 0.527373</td>\n",
" <td> 0.246649</td>\n",
" <td> 0.774661</td>\n",
" <td> 0.854750</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_trend_1</th>\n",
" <td>-0.076978</td>\n",
" <td> 0.013961</td>\n",
" <td>-0.006602</td>\n",
" <td>-0.005860</td>\n",
" <td>-0.037786</td>\n",
" <td>-0.111104</td>\n",
" <td>-0.041767</td>\n",
" <td> 0.644688</td>\n",
" <td> 0.449346</td>\n",
" <td> 0.089433</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.548140</td>\n",
" <td>-0.012472</td>\n",
" <td> 0.069279</td>\n",
" <td>-0.079923</td>\n",
" <td>-0.070847</td>\n",
" <td> 0.220842</td>\n",
" <td> 0.156783</td>\n",
" <td> 0.589590</td>\n",
" <td> 0.245939</td>\n",
" <td> 0.162402</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_trend_6</th>\n",
" <td>-0.083697</td>\n",
" <td> 0.013883</td>\n",
" <td>-0.010187</td>\n",
" <td> 0.055846</td>\n",
" <td> 0.034744</td>\n",
" <td>-0.100348</td>\n",
" <td>-0.049675</td>\n",
" <td> 0.426104</td>\n",
" <td> 0.666890</td>\n",
" <td> 0.262832</td>\n",
" <td> 0.548140</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.030029</td>\n",
" <td> 0.057335</td>\n",
" <td>-0.072270</td>\n",
" <td>-0.067902</td>\n",
" <td> 0.377170</td>\n",
" <td> 0.291219</td>\n",
" <td> 0.606809</td>\n",
" <td> 0.489427</td>\n",
" <td> 0.383816</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_moving_var_6</th>\n",
" <td> 0.038974</td>\n",
" <td> 0.126910</td>\n",
" <td>-0.091744</td>\n",
" <td>-0.123278</td>\n",
" <td>-0.117020</td>\n",
" <td>-0.075575</td>\n",
" <td>-0.009829</td>\n",
" <td>-0.126370</td>\n",
" <td>-0.203673</td>\n",
" <td>-0.282691</td>\n",
" <td>-0.012472</td>\n",
" <td>-0.030029</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.428972</td>\n",
" <td>-0.156804</td>\n",
" <td>-0.139632</td>\n",
" <td> 0.108843</td>\n",
" <td> 0.052776</td>\n",
" <td>-0.190732</td>\n",
" <td>-0.329787</td>\n",
" <td>-0.340876</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_moving_var_30</th>\n",
" <td> 0.007030</td>\n",
" <td> 0.208911</td>\n",
" <td>-0.144122</td>\n",
" <td>-0.097885</td>\n",
" <td>-0.104545</td>\n",
" <td>-0.117003</td>\n",
" <td>-0.049843</td>\n",
" <td> 0.134493</td>\n",
" <td> 0.081630</td>\n",
" <td>-0.119722</td>\n",
" <td> 0.069279</td>\n",
" <td> 0.057335</td>\n",
" <td> 0.428972</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.295283</td>\n",
" <td>-0.280077</td>\n",
" <td> 0.594781</td>\n",
" <td> 0.448556</td>\n",
" <td> 0.112404</td>\n",
" <td>-0.012722</td>\n",
" <td>-0.143612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_base_30</th>\n",
" <td>-0.504970</td>\n",
" <td>-0.339651</td>\n",
" <td> 0.247979</td>\n",
" <td> 0.942459</td>\n",
" <td> 0.945844</td>\n",
" <td> 0.953478</td>\n",
" <td> 0.930993</td>\n",
" <td>-0.068342</td>\n",
" <td>-0.047037</td>\n",
" <td> 0.028715</td>\n",
" <td>-0.079923</td>\n",
" <td>-0.072270</td>\n",
" <td>-0.156804</td>\n",
" <td>-0.295283</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.968596</td>\n",
" <td>-0.240403</td>\n",
" <td>-0.165801</td>\n",
" <td>-0.057755</td>\n",
" <td>-0.028388</td>\n",
" <td> 0.064637</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_base_60</th>\n",
" <td>-0.496866</td>\n",
" <td>-0.365307</td>\n",
" <td> 0.268955</td>\n",
" <td> 0.910392</td>\n",
" <td> 0.913314</td>\n",
" <td> 0.920936</td>\n",
" <td> 0.921588</td>\n",
" <td>-0.058987</td>\n",
" <td>-0.045006</td>\n",
" <td>-0.027759</td>\n",
" <td>-0.070847</td>\n",
" <td>-0.067902</td>\n",
" <td>-0.139632</td>\n",
" <td>-0.280077</td>\n",
" <td> 0.968596</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.240024</td>\n",
" <td>-0.314839</td>\n",
" <td>-0.053103</td>\n",
" <td>-0.042908</td>\n",
" <td>-0.027727</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_base_cor_30</th>\n",
" <td>-0.054262</td>\n",
" <td> 0.219931</td>\n",
" <td>-0.175839</td>\n",
" <td> 0.097946</td>\n",
" <td> 0.084312</td>\n",
" <td>-0.014467</td>\n",
" <td>-0.101739</td>\n",
" <td> 0.275358</td>\n",
" <td> 0.480029</td>\n",
" <td> 0.497558</td>\n",
" <td> 0.220842</td>\n",
" <td> 0.377170</td>\n",
" <td> 0.108843</td>\n",
" <td> 0.594781</td>\n",
" <td>-0.240403</td>\n",
" <td>-0.240024</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.801541</td>\n",
" <td> 0.407123</td>\n",
" <td> 0.668807</td>\n",
" <td> 0.510687</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_base_cor_60</th>\n",
" <td>-0.036428</td>\n",
" <td> 0.252864</td>\n",
" <td>-0.202075</td>\n",
" <td> 0.106078</td>\n",
" <td> 0.096245</td>\n",
" <td> 0.017837</td>\n",
" <td>-0.105571</td>\n",
" <td> 0.198590</td>\n",
" <td> 0.376811</td>\n",
" <td> 0.527373</td>\n",
" <td> 0.156783</td>\n",
" <td> 0.291219</td>\n",
" <td> 0.052776</td>\n",
" <td> 0.448556</td>\n",
" <td>-0.165801</td>\n",
" <td>-0.314839</td>\n",
" <td> 0.801541</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.313456</td>\n",
" <td> 0.564785</td>\n",
" <td> 0.622160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_ms_6</th>\n",
" <td>-0.103729</td>\n",
" <td> 0.000321</td>\n",
" <td>-0.004235</td>\n",
" <td> 0.081030</td>\n",
" <td> 0.038167</td>\n",
" <td>-0.131500</td>\n",
" <td>-0.017976</td>\n",
" <td> 0.865526</td>\n",
" <td> 0.907424</td>\n",
" <td> 0.246649</td>\n",
" <td> 0.589590</td>\n",
" <td> 0.606809</td>\n",
" <td>-0.190732</td>\n",
" <td> 0.112404</td>\n",
" <td>-0.057755</td>\n",
" <td>-0.053103</td>\n",
" <td> 0.407123</td>\n",
" <td> 0.313456</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.545616</td>\n",
" <td> 0.403890</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_ms_30</th>\n",
" <td>-0.111266</td>\n",
" <td>-0.002146</td>\n",
" <td>-0.007878</td>\n",
" <td> 0.201247</td>\n",
" <td> 0.185879</td>\n",
" <td> 0.040320</td>\n",
" <td>-0.109644</td>\n",
" <td> 0.310356</td>\n",
" <td> 0.687195</td>\n",
" <td> 0.774661</td>\n",
" <td> 0.245939</td>\n",
" <td> 0.489427</td>\n",
" <td>-0.329787</td>\n",
" <td>-0.012722</td>\n",
" <td>-0.028388</td>\n",
" <td>-0.042908</td>\n",
" <td> 0.668807</td>\n",
" <td> 0.564785</td>\n",
" <td> 0.545616</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.877907</td>\n",
" </tr>\n",
" <tr>\n",
" <th>o3_mics_ms_60</th>\n",
" <td>-0.101822</td>\n",
" <td>-0.007583</td>\n",
" <td>-0.007130</td>\n",
" <td> 0.242161</td>\n",
" <td> 0.232304</td>\n",
" <td> 0.117582</td>\n",
" <td>-0.100870</td>\n",
" <td> 0.199072</td>\n",
" <td> 0.531982</td>\n",
" <td> 0.854750</td>\n",
" <td> 0.162402</td>\n",
" <td> 0.383816</td>\n",
" <td>-0.340876</td>\n",
" <td>-0.143612</td>\n",
" <td> 0.064637</td>\n",
" <td>-0.027727</td>\n",
" <td> 0.510687</td>\n",
" <td> 0.622160</td>\n",
" <td> 0.403890</td>\n",
" <td> 0.877907</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh o3_mics o3_mics_t_min_1 \\\n",
"bc_ona 1.000000 0.005463 -0.047146 -0.536347 -0.531834 \n",
"temp 0.005463 1.000000 -0.866288 -0.272477 -0.272535 \n",
"rh -0.047146 -0.866288 1.000000 0.193674 0.193807 \n",
"o3_mics -0.536347 -0.272477 0.193674 1.000000 0.998774 \n",
"o3_mics_t_min_1 -0.531834 -0.272535 0.193807 0.998774 1.000000 \n",
"o3_mics_t_min_6 -0.512334 -0.272414 0.194872 0.972572 0.978473 \n",
"o3_mics_t_min_30 -0.504435 -0.270634 0.196316 0.919469 0.920100 \n",
"o3_mics_diff_1 -0.091152 0.001181 -0.002701 0.024784 -0.024738 \n",
"o3_mics_diff_6 -0.102543 -0.000272 -0.005116 0.117134 0.086704 \n",
"o3_mics_diff_30 -0.079762 -0.004644 -0.006537 0.200809 0.196182 \n",
"o3_mics_trend_1 -0.076978 0.013961 -0.006602 -0.005860 -0.037786 \n",
"o3_mics_trend_6 -0.083697 0.013883 -0.010187 0.055846 0.034744 \n",
"o3_mics_moving_var_6 0.038974 0.126910 -0.091744 -0.123278 -0.117020 \n",
"o3_mics_moving_var_30 0.007030 0.208911 -0.144122 -0.097885 -0.104545 \n",
"o3_mics_base_30 -0.504970 -0.339651 0.247979 0.942459 0.945844 \n",
"o3_mics_base_60 -0.496866 -0.365307 0.268955 0.910392 0.913314 \n",
"o3_mics_base_cor_30 -0.054262 0.219931 -0.175839 0.097946 0.084312 \n",
"o3_mics_base_cor_60 -0.036428 0.252864 -0.202075 0.106078 0.096245 \n",
"o3_mics_ms_6 -0.103729 0.000321 -0.004235 0.081030 0.038167 \n",
"o3_mics_ms_30 -0.111266 -0.002146 -0.007878 0.201247 0.185879 \n",
"o3_mics_ms_60 -0.101822 -0.007583 -0.007130 0.242161 0.232304 \n",
"\n",
" o3_mics_t_min_6 o3_mics_t_min_30 o3_mics_diff_1 \\\n",
"bc_ona -0.512334 -0.504435 -0.091152 \n",
"temp -0.272414 -0.270634 0.001181 \n",
"rh 0.194872 0.196316 -0.002701 \n",
"o3_mics 0.972572 0.919469 0.024784 \n",
"o3_mics_t_min_1 0.978473 0.920100 -0.024738 \n",
"o3_mics_t_min_6 1.000000 0.925050 -0.119135 \n",
"o3_mics_t_min_30 0.925050 1.000000 -0.012725 \n",
"o3_mics_diff_1 -0.119135 -0.012725 1.000000 \n",
"o3_mics_diff_6 -0.117079 -0.023817 0.614479 \n",
"o3_mics_diff_30 0.118576 -0.200517 0.093435 \n",
"o3_mics_trend_1 -0.111104 -0.041767 0.644688 \n",
"o3_mics_trend_6 -0.100348 -0.049675 0.426104 \n",
"o3_mics_moving_var_6 -0.075575 -0.009829 -0.126370 \n",
"o3_mics_moving_var_30 -0.117003 -0.049843 0.134493 \n",
"o3_mics_base_30 0.953478 0.930993 -0.068342 \n",
"o3_mics_base_60 0.920936 0.921588 -0.058987 \n",
"o3_mics_base_cor_30 -0.014467 -0.101739 0.275358 \n",
"o3_mics_base_cor_60 0.017837 -0.105571 0.198590 \n",
"o3_mics_ms_6 -0.131500 -0.017976 0.865526 \n",
"o3_mics_ms_30 0.040320 -0.109644 0.310356 \n",
"o3_mics_ms_60 0.117582 -0.100870 0.199072 \n",
"\n",
" o3_mics_diff_6 o3_mics_diff_30 o3_mics_trend_1 \\\n",
"bc_ona -0.102543 -0.079762 -0.076978 \n",
"temp -0.000272 -0.004644 0.013961 \n",
"rh -0.005116 -0.006537 -0.006602 \n",
"o3_mics 0.117134 0.200809 -0.005860 \n",
"o3_mics_t_min_1 0.086704 0.196182 -0.037786 \n",
"o3_mics_t_min_6 -0.117079 0.118576 -0.111104 \n",
"o3_mics_t_min_30 -0.023817 -0.200517 -0.041767 \n",
"o3_mics_diff_1 0.614479 0.093435 0.644688 \n",
"o3_mics_diff_6 1.000000 0.351154 0.449346 \n",
"o3_mics_diff_30 0.351154 1.000000 0.089433 \n",
"o3_mics_trend_1 0.449346 0.089433 1.000000 \n",
"o3_mics_trend_6 0.666890 0.262832 0.548140 \n",
"o3_mics_moving_var_6 -0.203673 -0.282691 -0.012472 \n",
"o3_mics_moving_var_30 0.081630 -0.119722 0.069279 \n",
"o3_mics_base_30 -0.047037 0.028715 -0.079923 \n",
"o3_mics_base_60 -0.045006 -0.027759 -0.070847 \n",
"o3_mics_base_cor_30 0.480029 0.497558 0.220842 \n",
"o3_mics_base_cor_60 0.376811 0.527373 0.156783 \n",
"o3_mics_ms_6 0.907424 0.246649 0.589590 \n",
"o3_mics_ms_30 0.687195 0.774661 0.245939 \n",
"o3_mics_ms_60 0.531982 0.854750 0.162402 \n",
"\n",
" o3_mics_trend_6 o3_mics_moving_var_6 \\\n",
"bc_ona -0.083697 0.038974 \n",
"temp 0.013883 0.126910 \n",
"rh -0.010187 -0.091744 \n",
"o3_mics 0.055846 -0.123278 \n",
"o3_mics_t_min_1 0.034744 -0.117020 \n",
"o3_mics_t_min_6 -0.100348 -0.075575 \n",
"o3_mics_t_min_30 -0.049675 -0.009829 \n",
"o3_mics_diff_1 0.426104 -0.126370 \n",
"o3_mics_diff_6 0.666890 -0.203673 \n",
"o3_mics_diff_30 0.262832 -0.282691 \n",
"o3_mics_trend_1 0.548140 -0.012472 \n",
"o3_mics_trend_6 1.000000 -0.030029 \n",
"o3_mics_moving_var_6 -0.030029 1.000000 \n",
"o3_mics_moving_var_30 0.057335 0.428972 \n",
"o3_mics_base_30 -0.072270 -0.156804 \n",
"o3_mics_base_60 -0.067902 -0.139632 \n",
"o3_mics_base_cor_30 0.377170 0.108843 \n",
"o3_mics_base_cor_60 0.291219 0.052776 \n",
"o3_mics_ms_6 0.606809 -0.190732 \n",
"o3_mics_ms_30 0.489427 -0.329787 \n",
"o3_mics_ms_60 0.383816 -0.340876 \n",
"\n",
" o3_mics_moving_var_30 o3_mics_base_30 o3_mics_base_60 \\\n",
"bc_ona 0.007030 -0.504970 -0.496866 \n",
"temp 0.208911 -0.339651 -0.365307 \n",
"rh -0.144122 0.247979 0.268955 \n",
"o3_mics -0.097885 0.942459 0.910392 \n",
"o3_mics_t_min_1 -0.104545 0.945844 0.913314 \n",
"o3_mics_t_min_6 -0.117003 0.953478 0.920936 \n",
"o3_mics_t_min_30 -0.049843 0.930993 0.921588 \n",
"o3_mics_diff_1 0.134493 -0.068342 -0.058987 \n",
"o3_mics_diff_6 0.081630 -0.047037 -0.045006 \n",
"o3_mics_diff_30 -0.119722 0.028715 -0.027759 \n",
"o3_mics_trend_1 0.069279 -0.079923 -0.070847 \n",
"o3_mics_trend_6 0.057335 -0.072270 -0.067902 \n",
"o3_mics_moving_var_6 0.428972 -0.156804 -0.139632 \n",
"o3_mics_moving_var_30 1.000000 -0.295283 -0.280077 \n",
"o3_mics_base_30 -0.295283 1.000000 0.968596 \n",
"o3_mics_base_60 -0.280077 0.968596 1.000000 \n",
"o3_mics_base_cor_30 0.594781 -0.240403 -0.240024 \n",
"o3_mics_base_cor_60 0.448556 -0.165801 -0.314839 \n",
"o3_mics_ms_6 0.112404 -0.057755 -0.053103 \n",
"o3_mics_ms_30 -0.012722 -0.028388 -0.042908 \n",
"o3_mics_ms_60 -0.143612 0.064637 -0.027727 \n",
"\n",
" o3_mics_base_cor_30 o3_mics_base_cor_60 o3_mics_ms_6 \\\n",
"bc_ona -0.054262 -0.036428 -0.103729 \n",
"temp 0.219931 0.252864 0.000321 \n",
"rh -0.175839 -0.202075 -0.004235 \n",
"o3_mics 0.097946 0.106078 0.081030 \n",
"o3_mics_t_min_1 0.084312 0.096245 0.038167 \n",
"o3_mics_t_min_6 -0.014467 0.017837 -0.131500 \n",
"o3_mics_t_min_30 -0.101739 -0.105571 -0.017976 \n",
"o3_mics_diff_1 0.275358 0.198590 0.865526 \n",
"o3_mics_diff_6 0.480029 0.376811 0.907424 \n",
"o3_mics_diff_30 0.497558 0.527373 0.246649 \n",
"o3_mics_trend_1 0.220842 0.156783 0.589590 \n",
"o3_mics_trend_6 0.377170 0.291219 0.606809 \n",
"o3_mics_moving_var_6 0.108843 0.052776 -0.190732 \n",
"o3_mics_moving_var_30 0.594781 0.448556 0.112404 \n",
"o3_mics_base_30 -0.240403 -0.165801 -0.057755 \n",
"o3_mics_base_60 -0.240024 -0.314839 -0.053103 \n",
"o3_mics_base_cor_30 1.000000 0.801541 0.407123 \n",
"o3_mics_base_cor_60 0.801541 1.000000 0.313456 \n",
"o3_mics_ms_6 0.407123 0.313456 1.000000 \n",
"o3_mics_ms_30 0.668807 0.564785 0.545616 \n",
"o3_mics_ms_60 0.510687 0.622160 0.403890 \n",
"\n",
" o3_mics_ms_30 o3_mics_ms_60 \n",
"bc_ona -0.111266 -0.101822 \n",
"temp -0.002146 -0.007583 \n",
"rh -0.007878 -0.007130 \n",
"o3_mics 0.201247 0.242161 \n",
"o3_mics_t_min_1 0.185879 0.232304 \n",
"o3_mics_t_min_6 0.040320 0.117582 \n",
"o3_mics_t_min_30 -0.109644 -0.100870 \n",
"o3_mics_diff_1 0.310356 0.199072 \n",
"o3_mics_diff_6 0.687195 0.531982 \n",
"o3_mics_diff_30 0.774661 0.854750 \n",
"o3_mics_trend_1 0.245939 0.162402 \n",
"o3_mics_trend_6 0.489427 0.383816 \n",
"o3_mics_moving_var_6 -0.329787 -0.340876 \n",
"o3_mics_moving_var_30 -0.012722 -0.143612 \n",
"o3_mics_base_30 -0.028388 0.064637 \n",
"o3_mics_base_60 -0.042908 -0.027727 \n",
"o3_mics_base_cor_30 0.668807 0.510687 \n",
"o3_mics_base_cor_60 0.564785 0.622160 \n",
"o3_mics_ms_6 0.545616 0.403890 \n",
"o3_mics_ms_30 1.000000 0.877907 \n",
"o3_mics_ms_60 0.877907 1.000000 "
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bc_ona</th>\n",
" <th>temp</th>\n",
" <th>rh</th>\n",
" <th>voc_as</th>\n",
" <th>voc_as_t_min_1</th>\n",
" <th>voc_as_t_min_6</th>\n",
" <th>voc_as_t_min_30</th>\n",
" <th>voc_as_diff_1</th>\n",
" <th>voc_as_diff_6</th>\n",
" <th>voc_as_diff_30</th>\n",
" <th>voc_as_trend_1</th>\n",
" <th>voc_as_trend_6</th>\n",
" <th>voc_as_moving_var_6</th>\n",
" <th>voc_as_moving_var_30</th>\n",
" <th>voc_as_base_30</th>\n",
" <th>voc_as_base_60</th>\n",
" <th>voc_as_base_cor_30</th>\n",
" <th>voc_as_base_cor_60</th>\n",
" <th>voc_as_ms_6</th>\n",
" <th>voc_as_ms_30</th>\n",
" <th>voc_as_ms_60</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>bc_ona</th>\n",
" <td> 1.000000</td>\n",
" <td> 0.005463</td>\n",
" <td>-0.047146</td>\n",
" <td> 0.520777</td>\n",
" <td> 0.516865</td>\n",
" <td> 0.494796</td>\n",
" <td> 0.479193</td>\n",
" <td> 0.046138</td>\n",
" <td> 0.070987</td>\n",
" <td> 0.078613</td>\n",
" <td> 0.042830</td>\n",
" <td> 0.064965</td>\n",
" <td> 0.071329</td>\n",
" <td> 0.068149</td>\n",
" <td> 0.492436</td>\n",
" <td> 0.487708</td>\n",
" <td> 0.185063</td>\n",
" <td> 0.205050</td>\n",
" <td> 0.064773</td>\n",
" <td> 0.099172</td>\n",
" <td> 0.098444</td>\n",
" </tr>\n",
" <tr>\n",
" <th>temp</th>\n",
" <td> 0.005463</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.866288</td>\n",
" <td> 0.127694</td>\n",
" <td> 0.127839</td>\n",
" <td> 0.128354</td>\n",
" <td> 0.129686</td>\n",
" <td>-0.001746</td>\n",
" <td>-0.001850</td>\n",
" <td>-0.003871</td>\n",
" <td>-0.016499</td>\n",
" <td>-0.017124</td>\n",
" <td> 0.110273</td>\n",
" <td> 0.187802</td>\n",
" <td> 0.064724</td>\n",
" <td> 0.050043</td>\n",
" <td> 0.178193</td>\n",
" <td> 0.195370</td>\n",
" <td>-0.001801</td>\n",
" <td>-0.004093</td>\n",
" <td>-0.004278</td>\n",
" </tr>\n",
" <tr>\n",
" <th>rh</th>\n",
" <td>-0.047146</td>\n",
" <td>-0.866288</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.027152</td>\n",
" <td>-0.027197</td>\n",
" <td>-0.028352</td>\n",
" <td>-0.031087</td>\n",
" <td> 0.000561</td>\n",
" <td> 0.003309</td>\n",
" <td> 0.007419</td>\n",
" <td> 0.009857</td>\n",
" <td> 0.014095</td>\n",
" <td>-0.078981</td>\n",
" <td>-0.128201</td>\n",
" <td> 0.028782</td>\n",
" <td> 0.044456</td>\n",
" <td>-0.138868</td>\n",
" <td>-0.156597</td>\n",
" <td> 0.002140</td>\n",
" <td> 0.007354</td>\n",
" <td> 0.008573</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as</th>\n",
" <td> 0.520777</td>\n",
" <td> 0.127694</td>\n",
" <td>-0.027152</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.996406</td>\n",
" <td> 0.933090</td>\n",
" <td> 0.860984</td>\n",
" <td> 0.042354</td>\n",
" <td> 0.182853</td>\n",
" <td> 0.263522</td>\n",
" <td> 0.010986</td>\n",
" <td> 0.096302</td>\n",
" <td> 0.209292</td>\n",
" <td> 0.169532</td>\n",
" <td> 0.923034</td>\n",
" <td> 0.904972</td>\n",
" <td> 0.409301</td>\n",
" <td> 0.459965</td>\n",
" <td> 0.131344</td>\n",
" <td> 0.283032</td>\n",
" <td> 0.325396</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_t_min_1</th>\n",
" <td> 0.516865</td>\n",
" <td> 0.127839</td>\n",
" <td>-0.027197</td>\n",
" <td> 0.996406</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.945793</td>\n",
" <td> 0.861583</td>\n",
" <td>-0.042424</td>\n",
" <td> 0.138303</td>\n",
" <td> 0.255573</td>\n",
" <td>-0.036202</td>\n",
" <td> 0.067483</td>\n",
" <td> 0.204558</td>\n",
" <td> 0.182126</td>\n",
" <td> 0.924970</td>\n",
" <td> 0.906232</td>\n",
" <td> 0.395373</td>\n",
" <td> 0.448895</td>\n",
" <td> 0.061673</td>\n",
" <td> 0.259187</td>\n",
" <td> 0.308802</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_t_min_6</th>\n",
" <td> 0.494796</td>\n",
" <td> 0.128354</td>\n",
" <td>-0.028352</td>\n",
" <td> 0.933090</td>\n",
" <td> 0.945793</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.867502</td>\n",
" <td>-0.149873</td>\n",
" <td>-0.182962</td>\n",
" <td> 0.124291</td>\n",
" <td>-0.123117</td>\n",
" <td>-0.124313</td>\n",
" <td> 0.164171</td>\n",
" <td> 0.209279</td>\n",
" <td> 0.931212</td>\n",
" <td> 0.910646</td>\n",
" <td> 0.216079</td>\n",
" <td> 0.291005</td>\n",
" <td>-0.191590</td>\n",
" <td> 0.025637</td>\n",
" <td> 0.112345</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_t_min_30</th>\n",
" <td> 0.479193</td>\n",
" <td> 0.129686</td>\n",
" <td>-0.031087</td>\n",
" <td> 0.860984</td>\n",
" <td> 0.861583</td>\n",
" <td> 0.867502</td>\n",
" <td> 1.000000</td>\n",
" <td>-0.007153</td>\n",
" <td>-0.017960</td>\n",
" <td>-0.263764</td>\n",
" <td>-0.032359</td>\n",
" <td>-0.037858</td>\n",
" <td> 0.032808</td>\n",
" <td> 0.144091</td>\n",
" <td> 0.924026</td>\n",
" <td> 0.915915</td>\n",
" <td> 0.045731</td>\n",
" <td> 0.110631</td>\n",
" <td>-0.012132</td>\n",
" <td>-0.113198</td>\n",
" <td>-0.110023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_diff_1</th>\n",
" <td> 0.046138</td>\n",
" <td>-0.001746</td>\n",
" <td> 0.000561</td>\n",
" <td> 0.042354</td>\n",
" <td>-0.042424</td>\n",
" <td>-0.149873</td>\n",
" <td>-0.007153</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.525481</td>\n",
" <td> 0.093741</td>\n",
" <td> 0.556607</td>\n",
" <td> 0.339929</td>\n",
" <td> 0.055835</td>\n",
" <td>-0.148561</td>\n",
" <td>-0.022943</td>\n",
" <td>-0.014973</td>\n",
" <td> 0.164249</td>\n",
" <td> 0.130528</td>\n",
" <td> 0.821788</td>\n",
" <td> 0.281247</td>\n",
" <td> 0.195703</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_diff_6</th>\n",
" <td> 0.070987</td>\n",
" <td>-0.001850</td>\n",
" <td> 0.003309</td>\n",
" <td> 0.182853</td>\n",
" <td> 0.138303</td>\n",
" <td>-0.182962</td>\n",
" <td>-0.017960</td>\n",
" <td> 0.525481</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.380605</td>\n",
" <td> 0.366586</td>\n",
" <td> 0.603081</td>\n",
" <td> 0.123320</td>\n",
" <td>-0.108694</td>\n",
" <td>-0.022511</td>\n",
" <td>-0.015664</td>\n",
" <td> 0.528191</td>\n",
" <td> 0.461852</td>\n",
" <td> 0.882788</td>\n",
" <td> 0.703658</td>\n",
" <td> 0.582415</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_diff_30</th>\n",
" <td> 0.078613</td>\n",
" <td>-0.003871</td>\n",
" <td> 0.007419</td>\n",
" <td> 0.263522</td>\n",
" <td> 0.255573</td>\n",
" <td> 0.124291</td>\n",
" <td>-0.263764</td>\n",
" <td> 0.093741</td>\n",
" <td> 0.380605</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.081912</td>\n",
" <td> 0.254002</td>\n",
" <td> 0.334702</td>\n",
" <td> 0.048202</td>\n",
" <td>-0.002003</td>\n",
" <td>-0.020876</td>\n",
" <td> 0.689475</td>\n",
" <td> 0.662468</td>\n",
" <td> 0.271906</td>\n",
" <td> 0.751414</td>\n",
" <td> 0.825735</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_trend_1</th>\n",
" <td> 0.042830</td>\n",
" <td>-0.016499</td>\n",
" <td> 0.009857</td>\n",
" <td> 0.010986</td>\n",
" <td>-0.036202</td>\n",
" <td>-0.123117</td>\n",
" <td>-0.032359</td>\n",
" <td> 0.556607</td>\n",
" <td> 0.366586</td>\n",
" <td> 0.081912</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.491611</td>\n",
" <td>-0.004129</td>\n",
" <td>-0.070175</td>\n",
" <td>-0.034982</td>\n",
" <td>-0.027475</td>\n",
" <td> 0.111047</td>\n",
" <td> 0.082723</td>\n",
" <td> 0.511419</td>\n",
" <td> 0.206865</td>\n",
" <td> 0.145706</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_trend_6</th>\n",
" <td> 0.064965</td>\n",
" <td>-0.017124</td>\n",
" <td> 0.014095</td>\n",
" <td> 0.096302</td>\n",
" <td> 0.067483</td>\n",
" <td>-0.124313</td>\n",
" <td>-0.037858</td>\n",
" <td> 0.339929</td>\n",
" <td> 0.603081</td>\n",
" <td> 0.254002</td>\n",
" <td> 0.491611</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.016212</td>\n",
" <td>-0.068012</td>\n",
" <td>-0.026781</td>\n",
" <td>-0.021607</td>\n",
" <td> 0.313155</td>\n",
" <td> 0.270735</td>\n",
" <td> 0.535436</td>\n",
" <td> 0.452076</td>\n",
" <td> 0.372646</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_moving_var_6</th>\n",
" <td> 0.071329</td>\n",
" <td> 0.110273</td>\n",
" <td>-0.078981</td>\n",
" <td> 0.209292</td>\n",
" <td> 0.204558</td>\n",
" <td> 0.164171</td>\n",
" <td> 0.032808</td>\n",
" <td> 0.055835</td>\n",
" <td> 0.123320</td>\n",
" <td> 0.334702</td>\n",
" <td>-0.004129</td>\n",
" <td> 0.016212</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.421483</td>\n",
" <td> 0.006761</td>\n",
" <td>-0.004221</td>\n",
" <td> 0.527811</td>\n",
" <td> 0.500372</td>\n",
" <td> 0.103044</td>\n",
" <td> 0.361751</td>\n",
" <td> 0.402364</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_moving_var_30</th>\n",
" <td> 0.068149</td>\n",
" <td> 0.187802</td>\n",
" <td>-0.128201</td>\n",
" <td> 0.169532</td>\n",
" <td> 0.182126</td>\n",
" <td> 0.209279</td>\n",
" <td> 0.144091</td>\n",
" <td>-0.148561</td>\n",
" <td>-0.108694</td>\n",
" <td> 0.048202</td>\n",
" <td>-0.070175</td>\n",
" <td>-0.068012</td>\n",
" <td> 0.421483</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.018067</td>\n",
" <td>-0.000995</td>\n",
" <td> 0.397620</td>\n",
" <td> 0.400202</td>\n",
" <td>-0.135992</td>\n",
" <td>-0.080440</td>\n",
" <td> 0.076055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_base_30</th>\n",
" <td> 0.492436</td>\n",
" <td> 0.064724</td>\n",
" <td> 0.028782</td>\n",
" <td> 0.923034</td>\n",
" <td> 0.924970</td>\n",
" <td> 0.931212</td>\n",
" <td> 0.924026</td>\n",
" <td>-0.022943</td>\n",
" <td>-0.022511</td>\n",
" <td>-0.002003</td>\n",
" <td>-0.034982</td>\n",
" <td>-0.026781</td>\n",
" <td> 0.006761</td>\n",
" <td> 0.018067</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.987335</td>\n",
" <td> 0.026782</td>\n",
" <td> 0.107317</td>\n",
" <td>-0.023961</td>\n",
" <td>-0.025702</td>\n",
" <td> 0.014288</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_base_60</th>\n",
" <td> 0.487708</td>\n",
" <td> 0.050043</td>\n",
" <td> 0.044456</td>\n",
" <td> 0.904972</td>\n",
" <td> 0.906232</td>\n",
" <td> 0.910646</td>\n",
" <td> 0.915915</td>\n",
" <td>-0.014973</td>\n",
" <td>-0.015664</td>\n",
" <td>-0.020876</td>\n",
" <td>-0.027475</td>\n",
" <td>-0.021607</td>\n",
" <td>-0.004221</td>\n",
" <td>-0.000995</td>\n",
" <td> 0.987335</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.009886</td>\n",
" <td> 0.038463</td>\n",
" <td>-0.016148</td>\n",
" <td>-0.022940</td>\n",
" <td>-0.021868</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_base_cor_30</th>\n",
" <td> 0.185063</td>\n",
" <td> 0.178193</td>\n",
" <td>-0.138868</td>\n",
" <td> 0.409301</td>\n",
" <td> 0.395373</td>\n",
" <td> 0.216079</td>\n",
" <td> 0.045731</td>\n",
" <td> 0.164249</td>\n",
" <td> 0.528191</td>\n",
" <td> 0.689475</td>\n",
" <td> 0.111047</td>\n",
" <td> 0.313155</td>\n",
" <td> 0.527811</td>\n",
" <td> 0.397620</td>\n",
" <td> 0.026782</td>\n",
" <td> 0.009886</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.940648</td>\n",
" <td> 0.397835</td>\n",
" <td> 0.796379</td>\n",
" <td> 0.811615</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_base_cor_60</th>\n",
" <td> 0.205050</td>\n",
" <td> 0.195370</td>\n",
" <td>-0.156597</td>\n",
" <td> 0.459965</td>\n",
" <td> 0.448895</td>\n",
" <td> 0.291005</td>\n",
" <td> 0.110631</td>\n",
" <td> 0.130528</td>\n",
" <td> 0.461852</td>\n",
" <td> 0.662468</td>\n",
" <td> 0.082723</td>\n",
" <td> 0.270735</td>\n",
" <td> 0.500372</td>\n",
" <td> 0.400202</td>\n",
" <td> 0.107317</td>\n",
" <td> 0.038463</td>\n",
" <td> 0.940648</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.341927</td>\n",
" <td> 0.712602</td>\n",
" <td> 0.809859</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_ms_6</th>\n",
" <td> 0.064773</td>\n",
" <td>-0.001801</td>\n",
" <td> 0.002140</td>\n",
" <td> 0.131344</td>\n",
" <td> 0.061673</td>\n",
" <td>-0.191590</td>\n",
" <td>-0.012132</td>\n",
" <td> 0.821788</td>\n",
" <td> 0.882788</td>\n",
" <td> 0.271906</td>\n",
" <td> 0.511419</td>\n",
" <td> 0.535436</td>\n",
" <td> 0.103044</td>\n",
" <td>-0.135992</td>\n",
" <td>-0.023961</td>\n",
" <td>-0.016148</td>\n",
" <td> 0.397835</td>\n",
" <td> 0.341927</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.556051</td>\n",
" <td> 0.443682</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_ms_30</th>\n",
" <td> 0.099172</td>\n",
" <td>-0.004093</td>\n",
" <td> 0.007354</td>\n",
" <td> 0.283032</td>\n",
" <td> 0.259187</td>\n",
" <td> 0.025637</td>\n",
" <td>-0.113198</td>\n",
" <td> 0.281247</td>\n",
" <td> 0.703658</td>\n",
" <td> 0.751414</td>\n",
" <td> 0.206865</td>\n",
" <td> 0.452076</td>\n",
" <td> 0.361751</td>\n",
" <td>-0.080440</td>\n",
" <td>-0.025702</td>\n",
" <td>-0.022940</td>\n",
" <td> 0.796379</td>\n",
" <td> 0.712602</td>\n",
" <td> 0.556051</td>\n",
" <td> 1.000000</td>\n",
" <td> 0.896485</td>\n",
" </tr>\n",
" <tr>\n",
" <th>voc_as_ms_60</th>\n",
" <td> 0.098444</td>\n",
" <td>-0.004278</td>\n",
" <td> 0.008573</td>\n",
" <td> 0.325396</td>\n",
" <td> 0.308802</td>\n",
" <td> 0.112345</td>\n",
" <td>-0.110023</td>\n",
" <td> 0.195703</td>\n",
" <td> 0.582415</td>\n",
" <td> 0.825735</td>\n",
" <td> 0.145706</td>\n",
" <td> 0.372646</td>\n",
" <td> 0.402364</td>\n",
" <td> 0.076055</td>\n",
" <td> 0.014288</td>\n",
" <td>-0.021868</td>\n",
" <td> 0.811615</td>\n",
" <td> 0.809859</td>\n",
" <td> 0.443682</td>\n",
" <td> 0.896485</td>\n",
" <td> 1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"output_type": "display_data",
"text": [
" bc_ona temp rh voc_as voc_as_t_min_1 \\\n",
"bc_ona 1.000000 0.005463 -0.047146 0.520777 0.516865 \n",
"temp 0.005463 1.000000 -0.866288 0.127694 0.127839 \n",
"rh -0.047146 -0.866288 1.000000 -0.027152 -0.027197 \n",
"voc_as 0.520777 0.127694 -0.027152 1.000000 0.996406 \n",
"voc_as_t_min_1 0.516865 0.127839 -0.027197 0.996406 1.000000 \n",
"voc_as_t_min_6 0.494796 0.128354 -0.028352 0.933090 0.945793 \n",
"voc_as_t_min_30 0.479193 0.129686 -0.031087 0.860984 0.861583 \n",
"voc_as_diff_1 0.046138 -0.001746 0.000561 0.042354 -0.042424 \n",
"voc_as_diff_6 0.070987 -0.001850 0.003309 0.182853 0.138303 \n",
"voc_as_diff_30 0.078613 -0.003871 0.007419 0.263522 0.255573 \n",
"voc_as_trend_1 0.042830 -0.016499 0.009857 0.010986 -0.036202 \n",
"voc_as_trend_6 0.064965 -0.017124 0.014095 0.096302 0.067483 \n",
"voc_as_moving_var_6 0.071329 0.110273 -0.078981 0.209292 0.204558 \n",
"voc_as_moving_var_30 0.068149 0.187802 -0.128201 0.169532 0.182126 \n",
"voc_as_base_30 0.492436 0.064724 0.028782 0.923034 0.924970 \n",
"voc_as_base_60 0.487708 0.050043 0.044456 0.904972 0.906232 \n",
"voc_as_base_cor_30 0.185063 0.178193 -0.138868 0.409301 0.395373 \n",
"voc_as_base_cor_60 0.205050 0.195370 -0.156597 0.459965 0.448895 \n",
"voc_as_ms_6 0.064773 -0.001801 0.002140 0.131344 0.061673 \n",
"voc_as_ms_30 0.099172 -0.004093 0.007354 0.283032 0.259187 \n",
"voc_as_ms_60 0.098444 -0.004278 0.008573 0.325396 0.308802 \n",
"\n",
" voc_as_t_min_6 voc_as_t_min_30 voc_as_diff_1 \\\n",
"bc_ona 0.494796 0.479193 0.046138 \n",
"temp 0.128354 0.129686 -0.001746 \n",
"rh -0.028352 -0.031087 0.000561 \n",
"voc_as 0.933090 0.860984 0.042354 \n",
"voc_as_t_min_1 0.945793 0.861583 -0.042424 \n",
"voc_as_t_min_6 1.000000 0.867502 -0.149873 \n",
"voc_as_t_min_30 0.867502 1.000000 -0.007153 \n",
"voc_as_diff_1 -0.149873 -0.007153 1.000000 \n",
"voc_as_diff_6 -0.182962 -0.017960 0.525481 \n",
"voc_as_diff_30 0.124291 -0.263764 0.093741 \n",
"voc_as_trend_1 -0.123117 -0.032359 0.556607 \n",
"voc_as_trend_6 -0.124313 -0.037858 0.339929 \n",
"voc_as_moving_var_6 0.164171 0.032808 0.055835 \n",
"voc_as_moving_var_30 0.209279 0.144091 -0.148561 \n",
"voc_as_base_30 0.931212 0.924026 -0.022943 \n",
"voc_as_base_60 0.910646 0.915915 -0.014973 \n",
"voc_as_base_cor_30 0.216079 0.045731 0.164249 \n",
"voc_as_base_cor_60 0.291005 0.110631 0.130528 \n",
"voc_as_ms_6 -0.191590 -0.012132 0.821788 \n",
"voc_as_ms_30 0.025637 -0.113198 0.281247 \n",
"voc_as_ms_60 0.112345 -0.110023 0.195703 \n",
"\n",
" voc_as_diff_6 voc_as_diff_30 voc_as_trend_1 \\\n",
"bc_ona 0.070987 0.078613 0.042830 \n",
"temp -0.001850 -0.003871 -0.016499 \n",
"rh 0.003309 0.007419 0.009857 \n",
"voc_as 0.182853 0.263522 0.010986 \n",
"voc_as_t_min_1 0.138303 0.255573 -0.036202 \n",
"voc_as_t_min_6 -0.182962 0.124291 -0.123117 \n",
"voc_as_t_min_30 -0.017960 -0.263764 -0.032359 \n",
"voc_as_diff_1 0.525481 0.093741 0.556607 \n",
"voc_as_diff_6 1.000000 0.380605 0.366586 \n",
"voc_as_diff_30 0.380605 1.000000 0.081912 \n",
"voc_as_trend_1 0.366586 0.081912 1.000000 \n",
"voc_as_trend_6 0.603081 0.254002 0.491611 \n",
"voc_as_moving_var_6 0.123320 0.334702 -0.004129 \n",
"voc_as_moving_var_30 -0.108694 0.048202 -0.070175 \n",
"voc_as_base_30 -0.022511 -0.002003 -0.034982 \n",
"voc_as_base_60 -0.015664 -0.020876 -0.027475 \n",
"voc_as_base_cor_30 0.528191 0.689475 0.111047 \n",
"voc_as_base_cor_60 0.461852 0.662468 0.082723 \n",
"voc_as_ms_6 0.882788 0.271906 0.511419 \n",
"voc_as_ms_30 0.703658 0.751414 0.206865 \n",
"voc_as_ms_60 0.582415 0.825735 0.145706 \n",
"\n",
" voc_as_trend_6 voc_as_moving_var_6 voc_as_moving_var_30 \\\n",
"bc_ona 0.064965 0.071329 0.068149 \n",
"temp -0.017124 0.110273 0.187802 \n",
"rh 0.014095 -0.078981 -0.128201 \n",
"voc_as 0.096302 0.209292 0.169532 \n",
"voc_as_t_min_1 0.067483 0.204558 0.182126 \n",
"voc_as_t_min_6 -0.124313 0.164171 0.209279 \n",
"voc_as_t_min_30 -0.037858 0.032808 0.144091 \n",
"voc_as_diff_1 0.339929 0.055835 -0.148561 \n",
"voc_as_diff_6 0.603081 0.123320 -0.108694 \n",
"voc_as_diff_30 0.254002 0.334702 0.048202 \n",
"voc_as_trend_1 0.491611 -0.004129 -0.070175 \n",
"voc_as_trend_6 1.000000 0.016212 -0.068012 \n",
"voc_as_moving_var_6 0.016212 1.000000 0.421483 \n",
"voc_as_moving_var_30 -0.068012 0.421483 1.000000 \n",
"voc_as_base_30 -0.026781 0.006761 0.018067 \n",
"voc_as_base_60 -0.021607 -0.004221 -0.000995 \n",
"voc_as_base_cor_30 0.313155 0.527811 0.397620 \n",
"voc_as_base_cor_60 0.270735 0.500372 0.400202 \n",
"voc_as_ms_6 0.535436 0.103044 -0.135992 \n",
"voc_as_ms_30 0.452076 0.361751 -0.080440 \n",
"voc_as_ms_60 0.372646 0.402364 0.076055 \n",
"\n",
" voc_as_base_30 voc_as_base_60 voc_as_base_cor_30 \\\n",
"bc_ona 0.492436 0.487708 0.185063 \n",
"temp 0.064724 0.050043 0.178193 \n",
"rh 0.028782 0.044456 -0.138868 \n",
"voc_as 0.923034 0.904972 0.409301 \n",
"voc_as_t_min_1 0.924970 0.906232 0.395373 \n",
"voc_as_t_min_6 0.931212 0.910646 0.216079 \n",
"voc_as_t_min_30 0.924026 0.915915 0.045731 \n",
"voc_as_diff_1 -0.022943 -0.014973 0.164249 \n",
"voc_as_diff_6 -0.022511 -0.015664 0.528191 \n",
"voc_as_diff_30 -0.002003 -0.020876 0.689475 \n",
"voc_as_trend_1 -0.034982 -0.027475 0.111047 \n",
"voc_as_trend_6 -0.026781 -0.021607 0.313155 \n",
"voc_as_moving_var_6 0.006761 -0.004221 0.527811 \n",
"voc_as_moving_var_30 0.018067 -0.000995 0.397620 \n",
"voc_as_base_30 1.000000 0.987335 0.026782 \n",
"voc_as_base_60 0.987335 1.000000 0.009886 \n",
"voc_as_base_cor_30 0.026782 0.009886 1.000000 \n",
"voc_as_base_cor_60 0.107317 0.038463 0.940648 \n",
"voc_as_ms_6 -0.023961 -0.016148 0.397835 \n",
"voc_as_ms_30 -0.025702 -0.022940 0.796379 \n",
"voc_as_ms_60 0.014288 -0.021868 0.811615 \n",
"\n",
" voc_as_base_cor_60 voc_as_ms_6 voc_as_ms_30 voc_as_ms_60 \n",
"bc_ona 0.205050 0.064773 0.099172 0.098444 \n",
"temp 0.195370 -0.001801 -0.004093 -0.004278 \n",
"rh -0.156597 0.002140 0.007354 0.008573 \n",
"voc_as 0.459965 0.131344 0.283032 0.325396 \n",
"voc_as_t_min_1 0.448895 0.061673 0.259187 0.308802 \n",
"voc_as_t_min_6 0.291005 -0.191590 0.025637 0.112345 \n",
"voc_as_t_min_30 0.110631 -0.012132 -0.113198 -0.110023 \n",
"voc_as_diff_1 0.130528 0.821788 0.281247 0.195703 \n",
"voc_as_diff_6 0.461852 0.882788 0.703658 0.582415 \n",
"voc_as_diff_30 0.662468 0.271906 0.751414 0.825735 \n",
"voc_as_trend_1 0.082723 0.511419 0.206865 0.145706 \n",
"voc_as_trend_6 0.270735 0.535436 0.452076 0.372646 \n",
"voc_as_moving_var_6 0.500372 0.103044 0.361751 0.402364 \n",
"voc_as_moving_var_30 0.400202 -0.135992 -0.080440 0.076055 \n",
"voc_as_base_30 0.107317 -0.023961 -0.025702 0.014288 \n",
"voc_as_base_60 0.038463 -0.016148 -0.022940 -0.021868 \n",
"voc_as_base_cor_30 0.940648 0.397835 0.796379 0.811615 \n",
"voc_as_base_cor_60 1.000000 0.341927 0.712602 0.809859 \n",
"voc_as_ms_6 0.341927 1.000000 0.556051 0.443682 \n",
"voc_as_ms_30 0.712602 0.556051 1.000000 0.896485 \n",
"voc_as_ms_60 0.809859 0.443682 0.896485 1.000000 "
]
}
],
"prompt_number": 120
}
],
"metadata": {}
}
]
}
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